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Building AI-powered full-stack apps
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Building AI-powered full-stack apps

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Srv99x/README.md

Sourav Chakraborty

AI Backend Engineer · MLOps Enthusiast | B.Tech CSE (AI & DS) '29 @ Assam Down Town University, Guwahati

I build and ship AI-powered backend systems — not just notebooks. Currently focused on audio AI, LLM-powered APIs, and closing the gap between "vibe-coded" and production-grade.

🎯 2026 Internship Goal · 📍 Guwahati, Assam · 🌐 Originally from Tripura

LinkedIn Email HuggingFace ORCID


🚀 Featured Engineering

VoiceGuard AI — Deepfake Audio Detection API

  • Tech: Python, FastAPI, Meta Wav2Vec2-Large-XLSR-53, Hugging Face Spaces
  • Built for the HCL GUVI Buildathon. OWASP-hardened FastAPI backend with JWT auth, CORS, and .env hygiene. ~91% detection accuracy. Currently refactoring the synchronous inference path (run_in_executor) into a modular routers/schemas/services layout.

MediSense AI — AI Symptom Analyzer

  • Tech: Python, FastAPI, Google Gemini 2.5 Flash API, Render, Vercel
  • Returns structured condition cards with probability scores and urgency-level triage. Original version was AI-assisted end-to-end; currently being rebuilt from scratch under a self-imposed "Teacher Mode" protocol — AI explains, I implement.

AudioGuard Agent — GitAgent Hackathon

  • Autonomous audio-processing agent submission, built in the Antigravity IDE.

🌍 Open Source & Community

  • GirlScript Summer of Code (GSSoC) 2026 — Selected Contributor, AI Agents Track + Open Source Track (Apr 2026–present)
  • Open Source Connect Global (OSCG) 2026 — Contributor; merged PR into the Intervyo repository, certified
  • GDG On Campus, ADTU — Member

⚙️ Tech Stack

Languages

Python C++

AI / ML

HuggingFace Wav2Vec2 Gemini

Backend & Infra

FastAPI Docker MongoDB Git

Currently closing: async FastAPI (ASGI lifecycles), message brokers (Redis/Celery), WebSocket streaming, DB connection pooling, multi-stage Docker builds


🎯 2026 Goals

  • 🏢 Secure an AI Backend / MLOps internship
  • 🔨 Rebuild MediSense AI independently — no vibe-coding
  • 🌍 Keep shipping PRs through GSSoC and OSCG
  • 📜 Complete IBM AI/DS + Azure MLOps certifications
  • 🐳 Move VoiceGuard and MediSense from "deployed once" to containerized, CI-driven workflows

GitHub Streak

Activity Graph

Open to internships, collaborations, and hackathons — reach out on LinkedIn

Pinned Loading

  1. medisense-ai-app medisense-ai-app Public

    🩺 AI symptom analyzer powered by Gemini 2.5 Flash. Type your symptoms → get instant AI-driven health insights. Built with FastAPI + React.

    TypeScript

  2. voice-detection-ai voice-detection-ai Public

    A robust AI-powered web app to detect deepfake audio using Wav2Vec2 and FastAPI. Deployed on Hugging Face Spaces for the CyberSecurity Hackathon.

    Python 1 2

  3. Firework-Simulator-v3 Firework-Simulator-v3 Public

    A stunning physics-based fireworks simulator with 12 shell types. Click anywhere to launch!

    JavaScript

  4. Srv99x Srv99x Public

    Config files for my GitHub profile