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RupamGanguly46/README.md

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ML Lead @ GDG Mathura
Building intelligent systems that fuse AI, IoT & Advanced Automation.


About Me

  • AIoT Developer & Full-Stack Engineer
  • ML Engineer specializing in CV, NLP, LLMs & RAG
  • Robotics, automation & embedded systems enthusiast
  • Cloud developer working with Azure/GCP
  • Speaker, mentor & open-source contributor

Experience

🔹 Machine Learning Lead — GDG Mathura (2025–Present)

  • Led ML/GenAI open-source projects during Hacktoberfest
  • Conducted practical, beginner-friendly ML workshops
  • Mentored developers on PR/MR workflows

🔹 Public Relations Team — GDG Mathura (2024–2025)

  • Lead coordinator for Nvision workshops
  • Generated 500+ leads & 200+ event participants

🔹 Data Analyst Intern — SkillCred (2024)

  • Automated analytics pipelines with advanced Excel
  • Analyzed ODA cost trends for QuickShip Logistics

Highlight Projects

🔹 SARV – Surveillance & Rescue Vehicle

Raspberry Pi rover with multiprocessing, OLED UI, ultrasonic sensors, environmental monitoring, and real-time controls.

🔹 KAVACH – Smart ADAS (Level-2)

Drowsiness detection (EAR), real-time braking, ultrasonic sensors & autonomous/manual switching.

🔹 SANCHAR – Offline Smart Intercom

LAN-based video calling, ISL ↔ text/voice translation, accessibility-focused emergency system.

🔹 SAKHI – Multimodal GenAI Voice Assistant

FastAPI + GPT-4o + LangChain + Whisper/Bhashini/Sarvam hybrid transcription pipeline.


Tech Stack

Languages: Python • Java • JS • C • SQL
AI/ML: PyTorch • TensorFlow • Transformers • LangChain
Backend: FastAPI • Flask • Node.js • Express
Frontend: React • EJS • HTML/CSS
Databases: MongoDB • MySQL • SQLite • MS SQL
Cloud: Azure • Google Cloud
IoT: Raspberry Pi • ESP8266 • Sensors • Drivers
Tools: Docker • Git • VSCode • PyCharm • Figma


Achievements

  • 1st — Tech Expo (SARV)
  • 1st — E-Summit’24 Startup Expo
  • Top-2 — SIH University Round
  • Top-5 — GeekVerse Hackathon
  • Microsoft AI-900 Certified

Certifications

GitHub Stats

🔹 Profile Stats

🔹 Streak Stats

🔹 Top Languages


Top Repositories


Connect With Me

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  1. Udgati_SEO Udgati_SEO Public

    Working on SEO AI-Agent!

    TypeScript 1