Project × Lens matrix

All 112 projects against all 10 lenses. Also available as project_lens_matrix.csv and lens_index.json.

ProjectDomainSkillsTools & TechnologiesSector / IndustryTarget Role FitDeliverable TypeMethods & FrameworksData ProvenanceProgramme / OrganisationSource Track
Portfolio Submission PackageData Analytics & SciencePython programming; SQL & databases; Dashboard design; User research & interviews; Web development; Technical writing & documentation; Presentation & storytellingPython; SQL; PDF; PPTX; HTMLIT, SaaS & AI Products; Education & EdTech; Career & Personal BrandingData Analyst / BI Analyst; Data Scientist / ML Engineer; Product Manager / APM; Software / Web DeveloperPDF report; Presentation deck; Interactive dashboardPrimary research (own interviews / observation)HEXA Solutions, Ghaziabad NCRHEXA Solutions — Data Analytics Portfolio
FedEx Logistics EDAData Analytics & SciencePython programming; Exploratory data analysis; Data visualisationPython; pandas; matplotlib; seabornLogistics & Supply ChainData Analyst / BI Analyst; Supply Chain / Operations ManagerPDF report; Presentation deck; Code / notebook; DatasetExploratory data analysisOwn build (no external dataset)HEXA Solutions, Ghaziabad NCRHEXA Solutions — Data Analytics Portfolio
Mental Health in Tech Survey AnalysisData Analytics & SciencePython programming; Exploratory data analysis; Data visualisation; HR policy & people opsPython; pandas; seabornHealth, Fitness & Wellbeing; HR & Corporate ServicesData Analyst / BI Analyst; HR / People OperationsPDF report; Presentation deck; Code / notebookExploratory data analysisPrimary research (own interviews / observation)HEXA Solutions, Ghaziabad NCRHEXA Solutions — Data Analytics Portfolio
Flipkart Customer Satisfaction (CSAT)Data Analytics & SciencePython programming; Exploratory data analysis; Dashboard design; Web developmentPython; pandas; Chart.js; HTMLE-commerce & Quick-commerceData Analyst / BI Analyst; Software / Web DeveloperPDF report; Presentation deck; Interactive dashboardExploratory data analysisOwn build (no external dataset)HEXA Solutions, Ghaziabad NCRHEXA Solutions — Data Analytics Portfolio
Zomato Restaurant EDAData Analytics & SciencePython programming; Exploratory data analysis; Data visualisationPython; pandas; seabornFood & HospitalityData Analyst / BI AnalystPDF report; Presentation deck; Code / notebookExploratory data analysisOwn build (no external dataset)HEXA Solutions, Ghaziabad NCRHEXA Solutions — Data Analytics Portfolio
Amazon Prime Video Catalogue EDAData Analytics & SciencePython programming; Exploratory data analysis; Data visualisationPython; pandas; matplotlibE-commerce & Quick-commerce; Media, Gaming & EntertainmentData Analyst / BI Analyst; Marketing / Growth ManagerPDF report; Presentation deck; Code / notebookExploratory data analysisOwn build (no external dataset)HEXA Solutions, Ghaziabad NCRHEXA Solutions — Data Analytics Portfolio
Video Game Sales AnalysisData Analytics & SciencePython programming; Exploratory data analysis; Data visualisationPython; pandas; seabornMedia, Gaming & Entertainment; Retail & Consumer BrandsData Analyst / BI Analyst; Business / Strategy AnalystPDF report; Presentation deck; Code / notebookExploratory data analysisOwn build (no external dataset)HEXA Solutions, Ghaziabad NCRHEXA Solutions — Data Analytics Portfolio
SQL — NSE Stock Market AnalysisData Analytics & SciencePython programming; SQL & databases; Financial analysisSQL; SQLite; PythonFintech & Financial ServicesData Analyst / BI Analyst; Business / Strategy AnalystPDF report; Presentation deck; DatasetOwn build (no external dataset)HEXA Solutions, Ghaziabad NCRHEXA Solutions — Data Analytics Portfolio
India EV Market DashboardData Analytics & SciencePython programming; Excel modelling & formulas; Dashboard design; Data visualisationPython; Tableau / Plotly; ExcelAutomotive & Electric VehiclesData Analyst / BI Analyst; Business / Strategy Analyst; EV / Embedded / Electrical EngineerPDF report; Excel workbook (live formulas); Presentation deck; Interactive dashboardSTP segmentationOwn build (no external dataset)HEXA Solutions, Ghaziabad NCRHEXA Solutions — Data Analytics Portfolio
Airbnb Listings DashboardData Analytics & SciencePython programming; Dashboard design; Data visualisationPython; Tableau / PlotlyReal Estate; Food & HospitalityData Analyst / BI AnalystPDF report; Presentation deck; Interactive dashboardOwn build (no external dataset)HEXA Solutions, Ghaziabad NCRHEXA Solutions — Data Analytics Portfolio
Strava / Fitbit Fitness AnalyticsData Analytics & SciencePython programming; Statistics & correlationPython; pandas; scipyHealth, Fitness & WellbeingData Analyst / BI AnalystPDF report; Presentation deck; Code / notebookCorrelation analysisOwn build (no external dataset)HEXA Solutions, Ghaziabad NCRHEXA Solutions — Data Analytics Portfolio
Uber Supply–Demand GapData Analytics & SciencePython programming; Exploratory data analysis; Data visualisationPython; pandas; seabornMobility & Ride-hailingData Analyst / BI AnalystPDF report; Presentation deck; Code / notebookExploratory data analysisOwn build (no external dataset)HEXA Solutions, Ghaziabad NCRHEXA Solutions — Data Analytics Portfolio
Tennis SportRadar API PipelineData Analytics & SciencePython programming; SQL & databases; API & data pipelinesPython; REST API; SQLite; StreamlitMedia, Gaming & EntertainmentData Analyst / BI Analyst; Software / Web DeveloperPDF report; Presentation deck; Code / notebook; DatasetReal public dataset / live APIHEXA Solutions, Ghaziabad NCRHEXA Solutions — Data Analytics Portfolio
Dubai House Price ModelData Analytics & SciencePython programming; Machine learning; Statistics & correlation; Simulation & modellingPython; scikit-learn; pandasReal EstateData Analyst / BI Analyst; Data Scientist / ML EngineerPDF report; Presentation deck; Code / notebookRegression modellingOwn build (no external dataset)HEXA Solutions, Ghaziabad NCRHEXA Solutions — Data Analytics Portfolio
Nykaa App — UX Exploration & Decision ModelProduct Management & StrategyExcel modelling & formulas; User research & interviews; Prioritisation frameworks (RICE etc.); Simulation & modelling; Embedded / firmware; Graphic & vector design; Technical writing & documentationPDF; Excel; Loom; GammaE-commerce & Quick-commerceData Analyst / BI Analyst; Product Manager / APM; Software / Web Developer; Designer (UX / Graphic)PDF report; Excel workbook (live formulas); Presentation deck; Code / notebook; Video / LoomRICE prioritisation; Severity × Frequency matrixDeclared-synthetic / substituted dataAirtribe / self-directedProduct Management — Case Studies
B2B SaaS Strategy — AI Customer Operations PlatformProduct Management & StrategyExcel modelling & formulas; Product strategy; Market sizing & competitive analysis; Financial analysis; Technical writing & documentation; Presentation & storytellingPDF; Excel; PPTXIT, SaaS & AI ProductsData Analyst / BI Analyst; Data Scientist / ML Engineer; Product Manager / APM; Business / Strategy AnalystPDF report; Excel workbook (live formulas); Presentation deckTAM / SAM / SOM sizing; STP segmentation; Sensitivity analysis; Unit economics / ROIOwn build (no external dataset)Airtribe / self-directedProduct Management — Case Studies
Uber — Proactive Pickup GuidanceProduct Management & StrategyExcel modelling & formulas; User research & interviews; Market sizing & competitive analysis; Technical writing & documentation; Presentation & storytellingPDF; Excel; PPTXMobility & Ride-hailingData Analyst / BI Analyst; Product Manager / APM; Business / Strategy AnalystPDF report; Excel workbook (live formulas); Presentation deckPorter's Five Forces; TAM / SAM / SOM sizingPrimary research (own interviews / observation)Airtribe / self-directedProduct Management — Case Studies
Zepto — Growing Basket Size / AOVProduct Management & StrategyExcel modelling & formulas; Prioritisation frameworks (RICE etc.); Technical writing & documentationPDF; ExcelE-commerce & Quick-commerceData Analyst / BI Analyst; Product Manager / APM; Business / Strategy Analyst; Marketing / Growth ManagerPDF report; Excel workbook (live formulas)RICE prioritisation; JTBD / Five Whys / Double Diamond; STP segmentationCompany-supplied brief / case dataAirtribe / self-directedProduct Management — Case Studies
VitaFit — PRD for Engagement & Retention FeaturesProduct Management & StrategyExcel modelling & formulas; PRD & product specification; HR policy & people ops; Technical writing & documentation; Presentation & storytellingPDF; Excel; PPTX; Figma/FigJamHealth, Fitness & WellbeingData Analyst / BI Analyst; Product Manager / APM; HR / People Operations; Designer (UX / Graphic)PDF report; Excel workbook (live formulas); Presentation deckHoldout / A-B experiment designOwn build (no external dataset)Airtribe / self-directedProduct Management — Case Studies
Blinkit — Strategy & 5/10-Year RoadmapProduct Management & StrategyProduct strategy; Technical writing & documentation; Presentation & storytellingPDF; PPTXE-commerce & Quick-commerceData Analyst / BI Analyst; Product Manager / APM; Business / Strategy AnalystPDF report; Presentation deck; DatasetOwn build (no external dataset)Airtribe / self-directedProduct Management — Case Studies
Grocery Delivery — STP Segmentation SprintProduct Management & StrategyProduct strategy; User research & interviews; Web development; Technical writing & documentationPDF; HTMLE-commerce & Quick-commerceProduct Manager / APM; Business / Strategy Analyst; Software / Web DeveloperPDF report; Interactive dashboardSTP segmentationPrimary research (own interviews / observation)Airtribe / self-directedProduct Management — Case Studies
PM Cohort Lesson Notes & 2026 PM TrendsProduct Management & StrategyProduct strategy; Technical writing & documentation; Presentation & storytellingPDF; PPTXEducation & EdTechProduct Manager / APM; Business / Strategy AnalystPDF report; Presentation deckSTP segmentationCompany-supplied brief / case dataAirtribe / self-directedProduct Management — Case Studies
Project Panopticon — AI Exam ProctoringSoftware, Cloud & WebPython programming; Machine learningPython; pandas; scikit-learn; JupyterIT, SaaS & AI Products; Education & EdTechData Scientist / ML EngineerPDF report; Code / notebook; Video / Loom; DatasetClassification (RandomForest etc.); Rolling-window feature engineeringOwn build (no external dataset)Internship StudioInternship Studio — 18 Multi-Domain Projects
Project Overheat — Predictive MaintenanceData Analytics & SciencePython programming; Machine learning; Embedded / firmwarePython; scikit-learn; JupyterManufacturing, Energy & UtilitiesData Analyst / BI Analyst; Data Scientist / ML EngineerPDF report; Code / notebookClassification (RandomForest etc.); Rolling-window feature engineeringOwn build (no external dataset)Internship StudioInternship Studio — 18 Multi-Domain Projects
OrderFlow — Regression Test Prioritisation (APFD)Finance, Energy & Excel ModellingMachine learning; Statistics & correlation; Excel modelling & formulas; Prioritisation frameworks (RICE etc.); Financial analysis; Software testing & QA; Technical writing & documentationExcel; PDFFintech & Financial Services; IT, SaaS & AI ProductsData Analyst / BI Analyst; Data Scientist / ML Engineer; QA / Test EngineerPDF report; Excel workbook (live formulas)Regression modelling; APFD test prioritisation; Set-cover suite reductionOwn build (no external dataset)Internship StudioInternship Studio — 18 Multi-Domain Projects
Smart Library Management System (C++ & DSA)Software, Cloud & WebSoftware testing & QA; C++ & data structuresC++; DSAEducation & EdTechSoftware / Web Developer; QA / Test EngineerPDF report; Code / notebookOwn build (no external dataset)Internship StudioInternship Studio — 18 Multi-Domain Projects
Textile Mill — HT Electricity Bill Energy AuditFinance, Energy & Excel ModellingExcel modelling & formulas; Energy auditing; Technical writing & documentationExcel; PDFManufacturing, Energy & UtilitiesData Analyst / BI Analyst; EV / Embedded / Electrical EngineerPDF report; Excel workbook (live formulas)TOD / PF / MD tariff analysisOwn build (no external dataset)Internship StudioInternship Studio — 18 Multi-Domain Projects
RCC Structural Design (IS 456)Finance, Energy & Excel ModellingExcel modelling & formulas; Structural design; Graphic & vector design; Technical writing & documentationExcel; PDFConstruction & InfrastructureData Analyst / BI Analyst; Civil / Structural Engineer; Designer (UX / Graphic)PDF report; Excel workbook (live formulas)IS 456 limit-state designOwn build (no external dataset)Internship StudioInternship Studio — 18 Multi-Domain Projects
CartShare — Collaborative Shopping Cart Web AppSoftware, Cloud & WebSoftware testing & QA; Web developmentHTML; CSS; JavaScript; PlaywrightE-commerce & Quick-commerceSoftware / Web Developer; QA / Test EngineerCode / notebook; Interactive dashboard; Web app / siteOwn build (no external dataset)Internship StudioInternship Studio — 18 Multi-Domain Projects
AutoCAD — Civil / Electrical / Mechanical DrawingsCivil & CAD EngineeringCAD & engineering drawingAutoCAD; ezdxf; DXFConstruction & InfrastructureCivil / Structural EngineerPDF report; Drawings / vector artworkOwn build (no external dataset)Internship StudioInternship Studio — 18 Multi-Domain Projects
Finance — Ratio Analysis & Aurora Consumer FoodsFinance, Energy & Excel ModellingExcel modelling & formulas; Financial analysis; Technical writing & documentationExcel; PDFFintech & Financial ServicesData Analyst / BI Analyst; Business / Strategy AnalystPDF report; Excel workbook (live formulas)Ratio analysis & articulated statementsCompany-supplied brief / case dataInternship StudioInternship Studio — 18 Multi-Domain Projects
Excel — Multi-Region Sales DashboardFinance, Energy & Excel ModellingExcel modelling & formulas; Dashboard design; Financial analysisExcelRetail & Consumer BrandsData Analyst / BI AnalystPDF report; Excel workbook (live formulas); Interactive dashboardDeclared-synthetic / substituted dataInternship StudioInternship Studio — 18 Multi-Domain Projects
HR — Policy Framework, Onboarding & EngagementFinance, Energy & Excel ModellingExcel modelling & formulas; Financial analysis; HR policy & people ops; Technical writing & documentationWord/PDF; ExcelFintech & Financial Services; HR & Corporate ServicesData Analyst / BI Analyst; HR / People OperationsPDF report; Excel workbook (live formulas)Own build (no external dataset)Internship StudioInternship Studio — 18 Multi-Domain Projects
ML — Student Performance RegressionSoftware, Cloud & WebPython programming; Machine learning; Statistics & correlation; Technical writing & documentationPython; scikit-learn; JupyterEducation & EdTechData Scientist / ML EngineerPDF report; Code / notebookRegression modellingReal public dataset / live APIInternship StudioInternship Studio — 18 Multi-Domain Projects
AWS — EC2 + S3 Node.js app & ROS Noetic deploymentSoftware, Cloud & WebWeb development; Cloud deploymentAWS EC2; S3; Node.js; ROSCloud & DevOpsSoftware / Web Developer; Cloud / DevOps EngineerPDF report; Code / notebook; Web app / siteDeclared-synthetic / substituted dataInternship StudioInternship Studio — 18 Multi-Domain Projects
Corporate Psychology — TechX Thrive Wellbeing ProgramFinance, Energy & Excel ModellingExcel modelling & formulas; Financial analysis; HR policy & people ops; Graphic & vector design; Technical writing & documentationPDF; ExcelFintech & Financial Services; Health, Fitness & Wellbeing; HR & Corporate ServicesData Analyst / BI Analyst; HR / People Operations; Designer (UX / Graphic)PDF report; Excel workbook (live formulas)Holdout / A-B experiment design; Difference-in-differencesOwn build (no external dataset)Internship StudioInternship Studio — 18 Multi-Domain Projects
Adobe Illustrator — Vector Design PortfolioDesign, Marketing & ContentGraphic & vector design; Technical writing & documentationIllustrator; SVGFintech & Financial Services; Food & Hospitality; Career & Personal BrandingDesigner (UX / Graphic)PDF report; Drawings / vector artworkOwn build (no external dataset)Internship StudioInternship Studio — 18 Multi-Domain Projects
Digital Marketing — EcoStyle Facebook Ads CampaignFinance, Energy & Excel ModellingExcel modelling & formulas; Financial analysis; Digital marketing; Graphic & vector design; Technical writing & documentationExcel; PDF; DesignRetail & Consumer BrandsData Analyst / BI Analyst; Business / Strategy Analyst; Marketing / Growth Manager; Designer (UX / Graphic)PDF report; Excel workbook (live formulas); Drawings / vector artworkROAS / CPA campaign modellingCompany-supplied brief / case dataInternship StudioInternship Studio — 18 Multi-Domain Projects
EV 01 — Battery Management System (BMS) SimulationElectric Vehicles & Embedded EngineeringPython programming; Simulation & modellingNumPy; Python; SciPyAutomotive & Electric VehiclesEV / Embedded / Electrical EngineerCode / notebook; PDF reportExtended Kalman FilterOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
EV 02 — EV Charging Station Locator AppElectric Vehicles & Embedded EngineeringSoftware testing & QA; Web developmentExpo; Google Maps; Jest; React Native; TypeScriptAutomotive & Electric VehiclesEV / Embedded / Electrical Engineer; Software / Web Developer; QA / Test EngineerCode / notebook; PDF report; Web app / siteOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
EV 03 — Solar-Powered EV Charging Station DesignElectric Vehicles & Embedded EngineeringPython programming; API & data pipelines; Simulation & modelling; Graphic & vector designNASA POWER; NASA POWER API; Python; openpyxlAutomotive & Electric Vehicles; Manufacturing, Energy & UtilitiesData Analyst / BI Analyst; EV / Embedded / Electrical Engineer; Designer (UX / Graphic)Code / notebook; Dataset; PDF reportReal public dataset / live APICodec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
EV 04 — AI-Powered Driving Efficiency OptimizerElectric Vehicles & Embedded EngineeringPython programming; Machine learning; Simulation & modellingJupyter; Python; Scikit-learn; scikit-learnAutomotive & Electric Vehicles; IT, SaaS & AI ProductsData Scientist / ML Engineer; EV / Embedded / Electrical EngineerCode / notebook; PDF reportRegression modellingDeclared-synthetic / substituted dataCodec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
EV 05 — EV Drivetrain Modeling & SimulationElectric Vehicles & Embedded EngineeringPython programming; Simulation & modelling; Energy auditingInverter; Motors; PythonAutomotive & Electric Vehicles; Manufacturing, Energy & UtilitiesEV / Embedded / Electrical EngineerCode / notebook; PDF reportCompany-supplied brief / case dataCodec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
EV 06 — IoT-Based EV Health Monitoring SystemElectric Vehicles & Embedded EngineeringPython programming; Dashboard design; API & data pipelines; Embedded / firmwareDashboard; ESP8266; Flask; IoT; PythonAutomotive & Electric Vehicles; Health, Fitness & Wellbeing; Manufacturing, Energy & UtilitiesData Analyst / BI Analyst; EV / Embedded / Electrical EngineerCode / notebook; Interactive dashboard; PDF reportOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
EV 07 — Lifecycle Analysis of an Electric VehicleElectric Vehicles & Embedded EngineeringPython programmingICCT/CEA; LCA; PythonAutomotive & Electric VehiclesEV / Embedded / Electrical EngineerCode / notebook; PDF reportLife-cycle assessmentOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
EV 08 — Smart Traffic Light with EV PriorityElectric Vehicles & Embedded EngineeringPython programming; Simulation & modelling; Embedded / firmwareArduino; Python; RFID/GPS; SimPyAutomotive & Electric Vehicles; Construction & InfrastructureEV / Embedded / Electrical EngineerCode / notebook; PDF reportOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
EV 09 — Wireless Charging System DesignElectric Vehicles & Embedded EngineeringPython programming; Graphic & vector designCoils; Python; SAE J2954Automotive & Electric Vehicles; Manufacturing, Energy & UtilitiesEV / Embedded / Electrical Engineer; Designer (UX / Graphic)Code / notebook; PDF reportCompany-supplied brief / case dataCodec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
EV 10 — EV Market Forecast DashboardElectric Vehicles & Embedded EngineeringPython programming; Dashboard design; Data visualisation; API & data pipelines; Web developmentIEA API; IEA data; Plotly Dash; PythonAutomotive & Electric VehiclesData Analyst / BI Analyst; Business / Strategy Analyst; EV / Embedded / Electrical Engineer; Software / Web DeveloperCode / notebook; Dataset; Interactive dashboard; PDF reportForecasting (moving average, logistic, Bass)Real public dataset / live APICodec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Cyber 01 — VAPT LabCyber Security (Defensive)Python programming; Security analysis (defensive); Web developmentPython; Nmap; Web vulnsCyber SecuritySecurity Analyst (SOC / Blue Team)Code / notebook; PDF report; Web app / siteOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Cyber 02 — Personal FirewallCyber Security (Defensive)Python programming; Security analysis (defensive)Python; scapy; iptablesCyber SecuritySecurity Analyst (SOC / Blue Team)Code / notebook; PDF reportOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Cyber 03 — Intrusion Detection System (ML)Cyber Security (Defensive)Python programming; Machine learning; Security analysis (defensive); Technical writing & documentationPython; Scikit-learn; NSL-KDDCyber SecurityData Analyst / BI Analyst; Data Scientist / ML Engineer; Security Analyst (SOC / Blue Team)Code / notebook; PDF reportClassification (RandomForest etc.)Real public dataset / live APICodec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Cyber 04 — Phishing Detection & AwarenessCyber Security (Defensive)Python programming; Security analysis (defensive); Machine learningPython; ML; SPF/DKIM/DMARCCyber SecurityData Analyst / BI Analyst; Security Analyst (SOC / Blue Team)Code / notebook; PDF reportClassification (RandomForest etc.)Declared-synthetic / substituted dataCodec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Cyber 05 — Secure Web ApplicationCyber Security (Defensive)Python programming; Security analysis (defensive); Web developmentPython; Flask; OWASPCyber SecuritySecurity Analyst (SOC / Blue Team)Code / notebook; PDF report; Web app / siteOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Cyber 06 — Cryptography AlgorithmsCyber Security (Defensive)Python programming; Security analysis (defensive)Python; AES; RSACyber SecuritySecurity Analyst (SOC / Blue Team)Code / notebook; PDF reportOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Cyber 07 — Password Hashing & CrackingCyber Security (Defensive)Python programming; Security analysis (defensive)Python; Hashing; bcryptCyber SecuritySecurity Analyst (SOC / Blue Team)Code / notebook; PDF reportOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Cyber 08 — Network Traffic AnalysisCyber Security (Defensive)Python programming; Security analysis (defensive)Python; scapy; PCAPCyber SecuritySecurity Analyst (SOC / Blue Team)Code / notebook; PDF reportOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Cyber 09 — Incident Response PlaybookCyber Security (Defensive)Python programming; Security analysis (defensive)Python; NIST; MITRE ATT&CKCyber SecuritySecurity Analyst (SOC / Blue Team)Code / notebook; PDF reportOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Cyber 10 — HoneypotCyber Security (Defensive)Python programming; Security analysis (defensive)Python; Honeypot; Threat intelCyber SecuritySecurity Analyst (SOC / Blue Team)Code / notebook; PDF reportOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Cyber 11 — Mobile App Security Testing FrameworkCyber Security (Defensive)Python programming; Security analysis (defensive); Web developmentPython; Android; OWASP MobileCyber SecuritySecurity Analyst (SOC / Blue Team)Code / notebook; PDF report; Web app / siteOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Cyber 12 — IoT Device Pentest LabCyber Security (Defensive)Python programming; Security analysis (defensive)Python; IoT; Default credsCyber SecuritySecurity Analyst (SOC / Blue Team)Code / notebook; PDF reportOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Cyber 13 — Ransomware Behaviour DetectionCyber Security (Defensive)Python programming; Security analysis (defensive)Python; Detection; CanaryCyber SecuritySecurity Analyst (SOC / Blue Team)Code / notebook; PDF reportDeclared-synthetic / substituted dataCodec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Cyber 14 — Threat-Intel Credential-Leak MonitorCyber Security (Defensive)Python programming; Security analysis (defensive); Web developmentPython; k-anonymity; OSINTCyber SecuritySecurity Analyst (SOC / Blue Team); Software / Web DeveloperCode / notebook; PDF report; Web app / sitek-anonymityDeclared-synthetic / substituted dataCodec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Cyber 15 — Email Security GatewayCyber Security (Defensive)Python programming; Machine learning; Security analysis (defensive); Technical writing & documentationPython; Email; Scikit-learnCyber SecurityData Scientist / ML Engineer; Security Analyst (SOC / Blue Team)Code / notebook; PDF reportClassification (RandomForest etc.)Real public dataset / live APICodec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Cyber 16 — Browser Exploit Detection ToolkitCyber Security (Defensive)Python programming; Security analysis (defensive)Python; XSS; CSPCyber SecuritySecurity Analyst (SOC / Blue Team)Code / notebook; PDF reportOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Cyber 17 — Digital Forensics ToolkitCyber Security (Defensive)Python programming; Security analysis (defensive); Technical writing & documentationPython; Forensics; CarvingCyber SecuritySecurity Analyst (SOC / Blue Team)Code / notebook; PDF reportOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Cyber 18 — Secure File Sharing PlatformCyber Security (Defensive)Python programming; Security analysis (defensive); Web developmentPython; AES-GCM; RSACyber SecuritySecurity Analyst (SOC / Blue Team)Code / notebook; PDF report; Web app / siteOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Cyber 19 — Insider Threat DetectionCyber Security (Defensive)Python programming; Security analysis (defensive); Machine learningPython; UBA; IsolationForestCyber SecuritySecurity Analyst (SOC / Blue Team)Code / notebook; PDF reportClassification (RandomForest etc.)Own build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Cyber 20 — CTF PlatformCyber Security (Defensive)Python programming; Security analysis (defensive); Web development; Technical writing & documentationPython; Flask; CTFCyber SecuritySecurity Analyst (SOC / Blue Team)Code / notebook; PDF report; Web app / siteOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Assignment 1 — Data ExplorationFinance, Energy & Excel ModellingExcel modelling & formulas; Dashboard design; User research & interviewsExcelCross-industryData Analyst / BI AnalystPDF report; Excel workbook (live formulas); Interactive dashboard; DatasetPrimary research (own interviews / observation)Data Analytics programData Analytics Module 1 — Excel Mastery
Assignment 2 — Data Cleaning PipelineFinance, Energy & Excel ModellingExcel modelling & formulas; API & data pipelines; Technical writing & documentationExcel; PDFCareer & Personal BrandingData Analyst / BI AnalystPDF report; Excel workbook (live formulas); DatasetCompany-supplied brief / case dataData Analytics programData Analytics Module 1 — Excel Mastery
Assignment 3 — Advanced AnalysisFinance, Energy & Excel ModellingExcel modelling & formulas; Dashboard design; Data visualisation; Technical writing & documentationExcel; PDFCross-industryData Analyst / BI AnalystPDF report; Excel workbook (live formulas); Interactive dashboardPivot / cross-tab analysis; Lookup modelling (VLOOKUP/INDEX-MATCH)Company-supplied brief / case dataData Analytics programData Analytics Module 1 — Excel Mastery
All-in-One Workbook + Submission PackageFinance, Energy & Excel ModellingExcel modelling & formulas; Data visualisation; Technical writing & documentationExcel; PDFCross-industryData Analyst / BI AnalystPDF report; Excel workbook (live formulas)Lookup modelling (VLOOKUP/INDEX-MATCH)Own build (no external dataset)Data Analytics programData Analytics Module 1 — Excel Mastery
Career Control Tower — GitHub Profile DashboardDesign, Marketing & ContentDashboard design; Technical writing & documentationMarkdown; Mermaid; GitHubCareer & Personal BrandingData Analyst / BI Analyst; Marketing / Growth ManagerOwn build (no external dataset)Self-initiatedPersonal Builds — Tools, Portfolio Sites & Blogs
Portfolio Websites (5 themes)Design, Marketing & ContentWeb development; Cloud deploymentHTML; CSS; JS; Next.js; Netlify; VercelCareer & Personal BrandingSoftware / Web Developer; Cloud / DevOps Engineer; Marketing / Growth ManagerInteractive dashboard; Web app / siteOwn build (no external dataset)Self-initiatedPersonal Builds — Tools, Portfolio Sites & Blogs
Eswar Application EngineElectric Vehicles & Embedded EngineeringAPI & data pipelines; Embedded / firmware; Web developmentHTML; JSCareer & Personal BrandingSoftware / Web DeveloperInteractive dashboardOwn build (no external dataset)Self-initiatedPersonal Builds — Tools, Portfolio Sites & Blogs
Career Tool Suite (Netlify)Software, Cloud & WebWeb development; Cloud deploymentHTML; JS; NetlifyE-commerce & Quick-commerce; Career & Personal BrandingSoftware / Web Developer; Cloud / DevOps EngineerInteractive dashboardOwn build (no external dataset)Self-initiatedPersonal Builds — Tools, Portfolio Sites & Blogs
Master Financial LedgerSoftware, Cloud & WebDashboard design; Financial analysis; Web developmentHTML; JS; Tesseract.jsFintech & Financial Services; IT, SaaS & AI ProductsData Analyst / BI Analyst; Data Scientist / ML Engineer; Software / Web DeveloperInteractive dashboardOwn build (no external dataset)Self-initiatedPersonal Builds — Tools, Portfolio Sites & Blogs
All-in-One Project RegisterProduct Management & StrategyExcel modelling & formulas; Dashboard design; Web development; Technical writing & documentationPDF; Excel; HTMLIT, SaaS & AI Products; Career & Personal BrandingData Analyst / BI Analyst; Data Scientist / ML Engineer; Product Manager / APM; Software / Web DeveloperPDF report; Excel workbook (live formulas); Interactive dashboard; DatasetOwn build (no external dataset)Self-initiatedPersonal Builds — Tools, Portfolio Sites & Blogs
Pickup Notebook — Case-Study BlogProduct Management & StrategyPython programming; Web development; Cloud deploymentHTML; CSSMobility & Ride-hailing; Career & Personal BrandingProduct Manager / APM; Business / Strategy Analyst; Software / Web Developer; Cloud / DevOps Engineer; Marketing / Growth ManagerInteractive dashboard; Web app / siteCompany-supplied brief / case dataSelf-initiatedPersonal Builds — Tools, Portfolio Sites & Blogs
The 2,000 SKU Problem — BlogDesign, Marketing & ContentWeb developmentHTML; CSSLogistics & Supply Chain; E-commerce & Quick-commerce; Career & Personal BrandingSupply Chain / Operations Manager; Software / Web Developer; Marketing / Growth ManagerInteractive dashboard; Web app / siteOwn build (no external dataset)Self-initiatedPersonal Builds — Tools, Portfolio Sites & Blogs
AI Insights JournalProduct Management & StrategyWeb developmentHTML; CSSE-commerce & Quick-commerce; IT, SaaS & AI Products; Career & Personal BrandingData Scientist / ML Engineer; Product Manager / APM; Software / Web Developer; Marketing / Growth ManagerInteractive dashboardOwn build (no external dataset)Self-initiatedPersonal Builds — Tools, Portfolio Sites & Blogs
PM Strategy Series & Product-Craft BlogsProduct Management & StrategyProduct strategy; Web developmentHTML; CSSCareer & Personal BrandingProduct Manager / APM; Business / Strategy Analyst; Software / Web Developer; Marketing / Growth Manager; Designer (UX / Graphic)Interactive dashboardCompany-supplied brief / case dataSelf-initiatedPersonal Builds — Tools, Portfolio Sites & Blogs
Company Assessments & AssignmentsFinance, Energy & Excel ModellingPython programming; Excel modelling & formulas; Technical writing & documentation; Presentation & storytellingPDF; PPTX; Excel; PythonAutomotive & Electric Vehicles; Fintech & Financial Services; IT, SaaS & AI Products; Career & Personal BrandingData Analyst / BI Analyst; Data Scientist / ML Engineer; Supply Chain / Operations Manager; Marketing / Growth ManagerPDF report; Excel workbook (live formulas); Presentation deckCompany-supplied brief / case dataSelf-initiatedPersonal Builds — Tools, Portfolio Sites & Blogs
VLSI 01 — FPGA Traffic Light Controller with Emergency PriorityDigital Electronics & VLSIDigital design & RTL (Verilog/VHDL); FPGA synthesis, place-and-route & timing; Verification (self-checking testbenches); Simulation & modelling; Technical writing & documentationVerilog; iverilog; nextpnr-ice40; synth_xilinx; Icarus Verilog; Yosys; nextpnr-ice40Semiconductors & Embedded (VLSI / FPGA); Construction & InfrastructureDigital Design / FPGA Engineer; EV / Embedded / Electrical Engineer; QA / Test EngineerPDF report; Code / notebook; Simulation output (waveforms / GIF)FSM design; Debounce & synchronisationOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
VLSI 02 — Low-Power 8-bit ALU (CMOS)Digital Electronics & VLSIDigital design & RTL (Verilog/VHDL); FPGA synthesis, place-and-route & timing; Verification (self-checking testbenches); Simulation & modelling; Technical writing & documentationVerilog; Yosys+ABC; gate-level power; mini-STA; Icarus Verilog; Yosys; nextpnr-ice40Semiconductors & Embedded (VLSI / FPGA)Digital Design / FPGA Engineer; EV / Embedded / Electrical Engineer; QA / Test EngineerPDF report; Code / notebook; Simulation output (waveforms / GIF)Clock gating & operand isolation; Activity-based power estimationOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
VLSI 03 — Smart Digital Lock (VHDL)Digital Electronics & VLSIDigital design & RTL (Verilog/VHDL); FPGA synthesis, place-and-route & timing; Verification (self-checking testbenches); Simulation & modelling; Technical writing & documentationVHDL-2008; GHDL; yosys -m ghdl; nextpnr-ice40; Icarus Verilog; Yosys; nextpnr-ice40Semiconductors & Embedded (VLSI / FPGA)Digital Design / FPGA Engineer; EV / Embedded / Electrical Engineer; QA / Test EngineerPDF report; Code / notebook; Simulation output (waveforms / GIF)FSM design; Debounce & synchronisationOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
VLSI 04 — FIR Filter for DSP (3 architectures)Digital Electronics & VLSIDigital design & RTL (Verilog/VHDL); FPGA synthesis, place-and-route & timing; Verification (self-checking testbenches); Simulation & modelling; Technical writing & documentationscipy→Q1.15; Verilog; FPGA + ASIC compare; Icarus Verilog; Yosys; nextpnr-ice40Semiconductors & Embedded (VLSI / FPGA)Digital Design / FPGA Engineer; EV / Embedded / Electrical Engineer; QA / Test EngineerPDF report; Code / notebook; Simulation output (waveforms / GIF)Fixed-point Q1.15 DSP; Pipelining / transposed FIROwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
VLSI 05 — UART Protocol (VHDL)Digital Electronics & VLSIDigital design & RTL (Verilog/VHDL); FPGA synthesis, place-and-route & timing; Verification (self-checking testbenches); Simulation & modelling; Technical writing & documentationVHDL-2008; GHDL; nextpnr-ice40; pyserial script; Icarus Verilog; Yosys; nextpnr-ice40Semiconductors & Embedded (VLSI / FPGA)Digital Design / FPGA Engineer; EV / Embedded / Electrical Engineer; QA / Test EngineerPDF report; Code / notebook; Simulation output (waveforms / GIF)FSM design; 16× oversampling UARTOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
VLSI 06 — Smart Energy Meter with GSMDigital Electronics & VLSIDigital design & RTL (Verilog/VHDL); FPGA synthesis, place-and-route & timing; Verification (self-checking testbenches); Simulation & modelling; Technical writing & documentationVerilog DSP; C firmware; mock SIM800L; billing; Icarus Verilog; Yosys; nextpnr-ice40Semiconductors & Embedded (VLSI / FPGA); Automotive & Electric VehiclesDigital Design / FPGA Engineer; EV / Embedded / Electrical Engineer; QA / Test EngineerPDF report; Code / notebook; Simulation output (waveforms / GIF)Fixed-point Q1.15 DSP; AT-command state machineDeclared-synthetic / substituted dataCodec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
VLSI 07 — 4-bit ProcessorDigital Electronics & VLSIDigital design & RTL (Verilog/VHDL); FPGA synthesis, place-and-route & timing; Verification (self-checking testbenches); Simulation & modelling; Technical writing & documentationVerilog; assembler; golden model; nextpnr-ice40; Icarus Verilog; Yosys; nextpnr-ice40Semiconductors & Embedded (VLSI / FPGA)Digital Design / FPGA Engineer; EV / Embedded / Electrical Engineer; QA / Test EngineerPDF report; Code / notebook; Simulation output (waveforms / GIF)Golden-model verification; Custom ISA / micro-op FSMOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
VLSI 08 — ASIC Flow: RTL to GDSIIDigital Electronics & VLSIDigital design & RTL (Verilog/VHDL); FPGA synthesis, place-and-route & timing; Verification (self-checking testbenches); Simulation & modelling; Technical writing & documentationYosys; pyflow; GDSII writer; ORFS config; Icarus Verilog; Yosys; nextpnr-ice40Semiconductors & Embedded (VLSI / FPGA)Digital Design / FPGA Engineer; EV / Embedded / Electrical Engineer; QA / Test EngineerPDF report; Code / notebook; Simulation output (waveforms / GIF)RTL-to-GDSII (SA placement, maze routing); Static timing analysisOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
VLSI 09 — IoT Home Automation (Digital Logic)Digital Electronics & VLSIDigital design & RTL (Verilog/VHDL); FPGA synthesis, place-and-route & timing; Verification (self-checking testbenches); Simulation & modelling; Technical writing & documentationVerilog; UART regs; clock gating; ESP8266 .ino; Icarus Verilog; Yosys; nextpnr-ice40Semiconductors & Embedded (VLSI / FPGA)Digital Design / FPGA Engineer; EV / Embedded / Electrical Engineer; QA / Test EngineerPDF report; Code / notebook; Simulation output (waveforms / GIF)Clock gating & operand isolation; Register-mapped UART command interfaceDeclared-synthetic / substituted dataCodec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
VLSI 10 — Digital Voting Machine with Secure MemoryDigital Electronics & VLSIDigital design & RTL (Verilog/VHDL); FPGA synthesis, place-and-route & timing; Verification (self-checking testbenches); Simulation & modelling; Technical writing & documentationVerilog; I²C master; EEPROM model; CRC-8; Icarus Verilog; Yosys; nextpnr-ice40Semiconductors & Embedded (VLSI / FPGA)Digital Design / FPGA Engineer; EV / Embedded / Electrical Engineer; QA / Test EngineerPDF report; Code / notebook; Simulation output (waveforms / GIF)FSM design; CRC-8 + I²C EEPROM write-verifyOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Robotics 01 — Autonomous Warehouse RobotRobotics & AutomationRobotics algorithms (planning, control, SLAM, kinematics); Python programming; Simulation & modelling; Software testing & QA; Technical writing & documentationA* / Dijkstra; LiDAR sim; OpenCV; ROS 2 pkg; OpenCV; NumPy/SciPy; ROS 2 (pkg)Robotics & Industrial Automation; Logistics & Supply ChainRobotics / Automation Engineer; Data Scientist / ML Engineer; Software / Web Developer; Supply Chain / Operations ManagerPDF report; Code / notebook; Simulation output (waveforms / GIF)A* / Dijkstra path planning; Pure-pursuit controlDeclared-synthetic / substituted dataCodec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Robotics 02 — Robotic Arm Quality InspectionRobotics & AutomationRobotics algorithms (planning, control, SLAM, kinematics); Python programming; Machine learning; Software testing & QA; Technical writing & documentationOpenCV; SVM / RF; DH + IK; RoboDK script; OpenCV; NumPy/SciPy; ROS 2 (pkg)Robotics & Industrial Automation; Manufacturing, Energy & UtilitiesRobotics / Automation Engineer; Data Scientist / ML Engineer; Software / Web DeveloperPDF report; Code / notebook; Simulation output (waveforms / GIF)Classification (RandomForest etc.); Inverse kinematics (DLS / analytic)Declared-synthetic / substituted dataCodec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Robotics 03 — Voice-Controlled Home Automation BotRobotics & AutomationRobotics algorithms (planning, control, SLAM, kinematics); Python programming; Simulation & modelling; Software testing & QA; Technical writing & documentationMFCC + DTW; parser; Webots .wbt; ROS 2 pkg; OpenCV; NumPy/SciPy; ROS 2 (pkg)Robotics & Industrial AutomationRobotics / Automation Engineer; Data Scientist / ML Engineer; Software / Web DeveloperPDF report; Code / notebook; Simulation output (waveforms / GIF)MFCC + DTW keyword recognition; Intent / slot parsingDeclared-synthetic / substituted dataCodec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Robotics 04 — Self-Balancing Two-Wheel RobotRobotics & AutomationRobotics algorithms (planning, control, SLAM, kinematics); Python programming; Simulation & modelling; Software testing & QA; Technical writing & documentationRK4 1 kHz; Kalman; cascaded PID; Gazebo .sdf; OpenCV; NumPy/SciPy; ROS 2 (pkg)Robotics & Industrial AutomationRobotics / Automation Engineer; Data Scientist / ML Engineer; Software / Web DeveloperPDF report; Code / notebook; Simulation output (waveforms / GIF)Cascaded PID control; Kalman / complementary filteringOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Robotics 05 — Autonomous Surveillance DroneRobotics & AutomationRobotics algorithms (planning, control, SLAM, kinematics); Python programming; Simulation & modelling; Software testing & QA; Technical writing & documentationGPS waypoints; MOG2 + HOG; tracker; AirSim script; OpenCV; NumPy/SciPy; ROS 2 (pkg)Robotics & Industrial AutomationRobotics / Automation Engineer; Data Scientist / ML Engineer; Software / Web DeveloperPDF report; Code / notebook; Simulation output (waveforms / GIF)Background subtraction (MOG2) + HOG; Waypoint navigation (WGS84 → ENU)Declared-synthetic / substituted dataCodec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Robotics 06 — Smart Farming RobotRobotics & AutomationRobotics algorithms (planning, control, SLAM, kinematics); Python programming; Machine learning; Software testing & QA; Technical writing & documentationExG / VARI / NDVI; irrigation ctrl; dashboard; ROS 2 pkg; OpenCV; NumPy/SciPy; ROS 2 (pkg)Robotics & Industrial AutomationRobotics / Automation Engineer; Data Scientist / ML Engineer; Software / Web DeveloperPDF report; Code / notebook; Simulation output (waveforms / GIF)Vegetation indices (ExG / VARI / NDVI); Hysteresis irrigation controlDeclared-synthetic / substituted dataCodec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Robotics 07 — Gesture-Controlled Robotic ArmRobotics & AutomationRobotics algorithms (planning, control, SLAM, kinematics); Python programming; Simulation & modelling; Software testing & QA; Technical writing & documentationOpenCV; LM IK; One-Euro; MediaPipe adapter; OpenCV; NumPy/SciPy; ROS 2 (pkg)Robotics & Industrial AutomationRobotics / Automation Engineer; Data Scientist / ML Engineer; Software / Web DeveloperPDF report; Code / notebook; Simulation output (waveforms / GIF)Convexity-defect gesture recognition; Levenberg–Marquardt inverse kinematicsDeclared-synthetic / substituted dataCodec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Robotics 08 — Search & Rescue Robot (SLAM)Robotics & AutomationRobotics algorithms (planning, control, SLAM, kinematics); Python programming; Simulation & modelling; Software testing & QA; Technical writing & documentationSLAM; frontier A*; TDOA; Nav2 skeleton; OpenCV; NumPy/SciPy; ROS 2 (pkg)Robotics & Industrial AutomationRobotics / Automation Engineer; Data Scientist / ML Engineer; Software / Web DeveloperPDF report; Code / notebook; Simulation output (waveforms / GIF)Log-odds SLAM + scan matching / ICP; Frontier exploration; TDOA bearing estimationOwn build (no external dataset)Codec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Robotics 09 — Automated Multi-Level ParkingRobotics & AutomationRobotics algorithms (planning, control, SLAM, kinematics); Python programming; Simulation & modelling; Software testing & QA; Technical writing & documentationDES; A* / Dijkstra; Erlang-C; Unity stub; OpenCV; NumPy/SciPy; ROS 2 (pkg)Robotics & Industrial Automation; Automotive & Electric VehiclesRobotics / Automation Engineer; Data Scientist / ML Engineer; Software / Web Developer; Supply Chain / Operations ManagerPDF report; Code / notebook; Simulation output (waveforms / GIF)Discrete-event simulation; Slot allocation strategies; SAT collision checkingDeclared-synthetic / substituted dataCodec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Robotics 10 — Industrial Conveyor SortingRobotics & AutomationRobotics algorithms (planning, control, SLAM, kinematics); Python programming; Simulation & modelling; Software testing & QA; Technical writing & documentationOpenCV; SCARA IK; DES; RoboDK script; OpenCV; NumPy/SciPy; ROS 2 (pkg)Robotics & Industrial Automation; Logistics & Supply Chain; Manufacturing, Energy & UtilitiesRobotics / Automation Engineer; Data Scientist / ML Engineer; Software / Web Developer; Supply Chain / Operations ManagerPDF report; Code / notebook; Simulation output (waveforms / GIF)Colour / shape classification (Hu moments); Discrete-event simulationDeclared-synthetic / substituted dataCodec Technologies IndiaCodec Technologies — 4 tracks (EV 10 · Cyber 20 · VLSI 10 · Robotics 10)
Zomato — Funnel, Cohorts & North StarProduct Management & StrategyProduct strategy; Statistics & correlation; Excel modelling & formulas; Presentation & storytellingPDF; Excel; PPTXFood & Hospitality; E-commerce & Quick-commerceProduct Manager / APM; Business / Strategy AnalystPDF report; Excel workbook (live formulas); Presentation deckHoldout / A-B experiment design; Pivot / cross-tab analysisDeclared-synthetic / substituted dataAirtribe / self-directedProduct Management — Case Studies
Airbnb India — PLG Loops, MVPs & Revenue ModelProduct Management & StrategyProduct strategy; Prioritisation frameworks (RICE etc.); Financial analysis; Excel modelling & formulasPDF; Excel; PPTXReal Estate; IT, SaaS & AI ProductsProduct Manager / APM; Marketing / Growth ManagerPDF report; Excel workbook (live formulas); Presentation deckHoldout / A-B experiment designDeclared-synthetic / substituted dataAirtribe / self-directedProduct Management — Case Studies
QuickBite — National-Rollout System Design BriefProduct Management & Strategy; Software, Cloud & WebPRD & product specification; Technical writing & documentation; Simulation & modellingPDF; Excel; PPTXFood & Hospitality; IT, SaaS & AI ProductsProduct Manager / APM; Software / Web DeveloperPDF report; Excel workbook (live formulas); Presentation deckCompany-supplied brief / case dataAirtribe / self-directedProduct Management — Case Studies
SkillBridge "Compass" — Learning Recommendation SystemProduct Management & Strategy; Data Analytics & SciencePRD & product specification; Machine learning; Technical writing & documentationPDF; Excel; PPTXEducation & EdTech; IT, SaaS & AI ProductsProduct Manager / APM; Data Scientist / ML EngineerPDF report; Excel workbook (live formulas); Presentation deckCompany-supplied brief / case dataAirtribe / self-directedProduct Management — Case Studies
Export Order Payment & Finance ModelFinance, Energy & Excel ModellingFinancial analysis; Excel modelling & formulas; Python programmingExcel; Python; PDFFintech & Financial Services; Logistics & Supply ChainBusiness / Strategy Analyst; Supply Chain / Operations ManagerExcel workbook (live formulas); PDF reportLookup modelling (VLOOKUP/INDEX-MATCH)Company-supplied brief / case dataInternship StudioInternship Studio — 18 Multi-Domain Projects
Reel Production Blueprint — "Kulhad & Co."Design, Marketing & ContentDigital marketing; Graphic & vector designPremiere Pro; CSV; PDFRetail & Consumer Brands; Media, Gaming & EntertainmentDesigner (UX / Graphic); Marketing / Growth ManagerPDF report; Video / LoomOwn build (no external dataset)Internship StudioInternship Studio — 18 Multi-Domain Projects
Project FORESIGHT — Demand & Inventory IntelligenceData Analytics & ScienceMachine learning; Python programming; Dashboard design; API & data pipelines; Exploratory data analysisPython; LightGBM; pandas; Netlify Functions; StreamlitRetail & Consumer Brands; Logistics & Supply Chain; E-commerce & Quick-commerceData Scientist / ML Engineer; Data Analyst / BI Analyst; Supply Chain / Operations ManagerInteractive dashboard; Code / notebook; PDF report; Web app / siteForecasting (moving average, logistic, Bass); Exploratory data analysisCompany-supplied brief / case dataZidio DevelopmentApplied Data Science, Supply Chain & Security — 2026 Engagements
Heavy Warehouse Intelligence (CadetX)Data Analytics & SciencePython programming; Exploratory data analysis; Excel modelling & formulas; SQL & databasesPython; pandas; Excel; Power BILogistics & Supply Chain; Manufacturing, Energy & UtilitiesSupply Chain / Operations Manager; Data Analyst / BI Analyst; Data Scientist / ML EngineerCode / notebook; Excel workbook (live formulas); DatasetExploratory data analysisCompany-supplied brief / case dataCadetXApplied Data Science, Supply Chain & Security — 2026 Engagements
GraySentinel DSOU — Blue-Team Labs & SOC ToolsCyber Security (Defensive)Security analysis (defensive); Python programming; Software testing & QAPython; Sigma; Wazuh; KQLCyber SecuritySecurity Analyst (SOC / Blue Team)Code / notebook; PDF report; Interactive dashboardDeclared-synthetic / substituted dataGraySentinel Cyber Defence LabApplied Data Science, Supply Chain & Security — 2026 Engagements
© 2026 Eswar Mahalingam · Lens index over the Master Project Portfolio and the Codec Technologies Internship Portfolio — every card links to the evidence file.