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All projects

Each one shows what it is, the key facts, the stack, an honest status and every link. Open a case study for the problem, the approach and the key engineering decision.

  1. Screenshot of H-Tech's live site

    Solo project

    LiveNow showing

    H-Tech

    Hybrid movie recommender

    A movie recommender that blends content-based and collaborative filtering, trained on MovieLens 25M and enriched with TMDB posters and metadata.

    • Live, deployed free on Cloud Run, Supabase and Vercel
    • Trained on MovieLens 25M ratings
    • Solo, end to end
    • Python
    • scikit-learn
    • Polars
    • ONNX Runtime
    • FastAPI
    • SQLAlchemy
    • PostgreSQL
    • Supabase
    • Next.js
    • TypeScript
    • Docker
    • Google Cloud Run
    • Vercel
    • GitHub Actions
    Case study Live demo Private repo · code walkthrough on request

    The first load can take 30–60 seconds. The backend runs on Google Cloud Run's free tier and needs a moment to wake up.

  2. Engineering Clinics, VIT-AP

    Prototype readyRough cut

    Smart Vision Screening Device

    Edge-AI eye screening

    A low-cost, portable eye-screening device. It photographs a patient's eye, runs a machine-learning model on the device itself, and sends the result to a web dashboard where a doctor reviews it and issues a prescription.

    • YOLOv8-Nano, INT8-quantised to ~1.8 MB, runs on the device
    • Works offline in screening camps; results upload later
    • Dashboard in English, Hindi and Telugu
    • C++
    • Arduino
    • TensorFlow Lite for Microcontrollers
    • YOLOv8-Nano
    • XIAO ESP32S3 Sense
    • HTML
    • CSS
    • JavaScript
    • Firebase
    • Node.js
    • Inline SVG charts
    Case study Private repo · code walkthrough on request

  3. FundMyCrazy proposal

    ProposalPre-production

    Project Sentinel

    AI campus ecosystem

    An AI campus ecosystem with Snap & Solve for multimodal grievance reporting, and Guardian Shield for anonymous harassment reporting.

    • Snap & Solve, multimodal grievance reporting
    • Guardian Shield, anonymous harassment reporting
    Case study