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Rohith Anumalasetty
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Project index

All 13 projects, strongest first. Hackathon builds, research, client-style products and small experiments.

  1. 01

    Recoverix

    In-transit shipment recovery

    1st place · Convergence 2K26

    An AI platform that finds and routes recovery options for shipments disrupted mid-journey.

    • Python
    • NetworkX
    • Google Maps
    • Sarvam AI
    • Explainable AI
    AI systems
  2. 02

    Civix

    Civic micro-task platform

    1st place · Webathon 4.0

    Turns small civic problems into micro-tasks anyone can pick up, verify and close.

    • Next.js
    • MongoDB
    • AI agents
    • Automation workflows
    Full-stack
  3. 03

    Traffix

    AI traffic optimisation and prediction

    First runner-up · VNR Design-A-Thon 2026

    Predicts congestion from live Bengaluru traffic and recommends adaptive signal timings.

    • YOLOv8
    • OpenCV
    • scikit-learn
    • FastAPI
    • PostgreSQL
    • SUMO
    AI systems
  4. 04

    PondFix

    Early warning for aquaculture ponds

    Runner-up · VJ Hackathon 2K26

    Monitors fish-farm water quality, keeps a live alert lifecycle per pond and forecasts dissolved oxygen, pH and temperature up to three hours ahead.

    • Next.js
    • Node.js
    • MongoDB
    • scikit-learn
    • Three.js
    • Expo
    • Chroma
    • Sarvam AI
    AI systems
  5. 05

    PatentPilot

    Freedom-to-operate analysis

    Retrieves relevant patents from public molecular databases, ranks the top five with a custom scoring pipeline, and writes structured patentability reports with overlap and novelty-risk assessments.

    • Next.js
    • FastAPI
    • MongoDB
    • LangChain
    • Gemini
    AI systems
  6. 06

    RailFix

    Multi-train journey planner

    Recommends multi-train journeys with delay-risk analysis, intermediate routing, accessibility filters and interactive maps.

    • Next.js
    • Python
    • MongoDB
    • n8n
    • Gemini
    AI systems

    Private repository

  7. 07

    FinGuide

    AI financial advisory

    Loan prediction with a Random Forest model and SHAP explanations, plus recommendations across banks and credit cards and a set of financial calculators.

    • Next.js
    • TypeScript
    • FastAPI
    • MongoDB
    • SHAP
    • n8n
    Full-stack
  8. 08

    SkillSync AI

    Workforce skill-gap forecasting

    Skill-gap analysis, personalised upskilling and resume-match suggestions on an open-source Llama model, with separate Admin and Employee workspaces.

    • Next.js
    • TypeScript
    • Supabase
    • Google OAuth
    • Llama
    Team project
  9. 09

    EF-BER

    Water-hardness error estimation

    Published · Springer, ICACECS 2025

    A framework combining K-Means and KNN for large-scale EDTA-based water-hardness classification that outperformed Random Forest and SVM benchmarks.

    • Python
    • K-Means
    • KNN
    • Research
    ML research
  10. 10

    Amazon Product Insights

    Review sentiment automation

    Review-sentiment pipeline built from Apify, n8n and LLM APIs, delivered over WhatsApp and Google Sheets. Tested across 20+ products.

    • n8n
    • Apify
    • LLM APIs
    • Google Sheets
    Automation
  11. 11

    F1hub

    Formula 1 data explorer

    Race stats, driver standings and team performance in one dashboard.

    • React
    • F1 API
    • Data viz
    Web
  12. 12

    Movie DB

    Movie discovery

    Search, trending films, trailers and detailed movie pages on the TMDB API.

    • React
    • TMDB API
    Web
  13. 13

    Stock Analyser

    Market insights dashboard

    Price tracking, trend charts and financial metrics for following the market.

    • React
    • Finance API
    • Charts
    Web