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rupeshbharambe24/README.md

About Me

name: Rupesh Bharambe
location: Chh. Sambhajinagar, Maharashtra, India
education: B.Tech AI & Data Science @ CSMSS CSCOE (2022-2026)
incoming_role: Software Development Engineer @ RBI Innovation Hub (RBIH)
current_role: Software Engineer Intern @ Biopan Scientific Pvt. Ltd.
leadership: Vice President — AI & Data Science Students Association
focus: AI/ML × Public Infrastructure • Fintech • LLM/RAG • Full-Stack

Final-year AI & Data Science engineer joining RBI Innovation Hub as a Software Development Engineer. Winning NFPC 2026 — RBIH's own national challenge with 2000+ participants and ₹5L prize — was how this story started. I work at the intersection of applied ML and public-infrastructure problems: fraud detection, energy grids, satellite data, healthcare access.


🏆 Achievements

Competition Award What I Built
🏆 NFPC 2026 National Winner — RBIH × IIT Delhi Mule account detection — 0.999 AUC-ROC on 400M txns, ₹5L prize → SDE offer at RBIH
🥇 Smart India Hackathon 2024 Grand Finale Winner EDFS — AI electricity demand forecasting for Delhi's power grid
🥇 @scale AI Hackathon 2026 Winner — Marathwada AURA AI — 4 ML pipelines on real HVAC industry data
🥇 RACKATHON 2025 Winner — GH Raisoni Face Liveness Detection with custom neural architecture
🥉 ORCHATHON 2K25 3rd Prize — NK Orchid InnoMediX — AI telemedicine platform
🏅 HackCelestial 2.0 Top 5 — Pillai College, Mumbai Satellite data platform
🏅 SIH 2025 Grand Finale Top 5 VETRA — Animal classification for Ministry of Fisheries
🥈 Avishkar 2024 Silver — Zonal Level Innovative AI research project
🌍 Pune Agri International International Finalist AgriTech AI platform

6x Hackathon Winner · 15+ Finalist Finishes · Featured in 17 newspaper articles across 10+ publications


💼 Experience

Incoming Software Development Engineer — RBI Innovation Hub (RBIH) Joining soon Public infrastructure for India's financial system · ML for fraud detection, regulatory tech, and financial inclusion

Software Engineer Intern — Biopan Scientific Pvt. Ltd. Oct 2025 — Present Desktop software for scientific instruments (LC, bioreactor, RT-qPCR) · 21 CFR Part 11 compliance · AI/ML analytics

Software Developer Intern — Intersense Technologies LLP Apr 2024 — May 2024 Raspberry Pi PyQt HMI · CNC compensation algorithms · SQLite traceability systems


🚀 Featured Projects

🏆 Mule Account Detection Pipeline

AUC Txns NFPC

Stacking ensemble (LightGBM + CatBoost + XGBoost) with 615 features, DuckDB streaming on 16GB RAM. Beat 2000+ participants. ₹5L prize → led to an SDE offer at RBIH.

⚡ Gridalytics — Electricity Demand Forecasting

Repo MAPE SIH

7 ML models for Delhi power grid at 5-min/hourly/daily resolution. 93 engineered features, walk-forward CV. Deployed on Vercel + Render + Supabase.

🔐 Face Liveness Detection

Repo RACKATHON

477 facial landmarks + custom MLP for anti-spoofing. <200ms latency on low-resource devices. MediaPipe blendshape thresholds + offline classifier.

🛰️ SatSage — ISRO Satellite Assistant

Repo Docs F1

Knowledge Graph (Neo4j) + RAG + FAISS + Groq LLM for querying ISRO's MOSDAC satellite data. 12 satellites, 154 data products.

🐄 VETRA — Cattle Type Classification

Repo SIH

3 YOLO pose models + U-Net + ResNet18 udder classifier + ArUco scaling for NDDB-style trait scoring. Built for Ministry of Fisheries, Animal Husbandry & Dairying.

📊 AURA AI — HVAC Demand Intelligence

Repo @scale

4 ML pipelines: demand forecasting (8.4% MAPE), anomaly detection, SciPy/Monte Carlo optimization ($13M profit uplift), market share NLP. Full-stack FastAPI + React dashboard.


🛠️ Tech Stack

AI & Machine Learning

Python TensorFlow PyTorch scikit-learn LightGBM XGBoost CatBoost OpenCV LangChain HuggingFace MLflow

Data Science

Pandas NumPy DuckDB Jupyter Apache Spark Power BI SQL

Backend & Databases

FastAPI Flask PostgreSQL MongoDB Redis Neo4j

Frontend

React Next.js TypeScript TailwindCSS Streamlit

Cloud & DevOps

Docker Kubernetes AWS GCP Vercel GitHub Actions Linux

Tools & Hardware

Git VS Code Postman Figma Arduino Raspberry Pi


📊 GitHub Stats

GitHub Stats GitHub Streak
Top Languages

🌐 GitHub Contribution Graph

Contribution Graph

Open to: Research Collaborations · Hackathons · Open Source · Speaking & Workshops


Portfolio


Popular repositories Loading

  1. Face-Liveness-Detection Face-Liveness-Detection Public

    Face liveness detection using MediaPipe FaceMesh blendshapes (in-browser, 3/6 random actions) plus a Keras MLP trained on landmark coordinates. Rackathon 2025 winning approach.

    Jupyter Notebook 2

  2. Gridalytics Gridalytics Public

    AI-powered electricity demand forecasting for Delhi Power Grid. Predicts demand at 5-min, hourly, and daily resolutions using 7 ML models (0.18% MAPE). Built with FastAPI, Next.js, LightGBM, XGBoos…

    Python 2

  3. SatSage SatSage Public

    AI-powered Help Bot for ISRO's MOSDAC satellite data portal. Knowledge Graph (Neo4j) + RAG + Groq LLM with React chat interface.

    TypeScript 2

  4. dissectML dissectML Public

    The missing middle layer between EDA and AutoML — unified pipeline from deep data understanding to model comparison in 3 function calls. Deep EDA, 36-model battle arena, statistical significance te…

    Python 2

  5. raven-telegram-agent raven-telegram-agent Public

    Control your development machine from Telegram using local LLMs with cloud fallback. JARVIS-style AI agent with 36 commands, permission system, Jupyter notebooks, and more.

    Python 2

  6. National-Fraud-Prevention-Challenge-Phase-1 National-Fraud-Prevention-Challenge-Phase-1 Public

    Advanced EDA for money mule account detection in banking data. 7.4M transactions, multi-table analysis, behavioral pattern profiling. RBIH x IIT Delhi National Fraud Prevention Challenge Phase 1.

    Jupyter Notebook 1