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OmShrivastava19/README.md

Om Shrivastava

AI/ML Engineer Β· Backend Systems Β· Production ML

I build systems that ship - RAG pipelines, async backends, and ML models that run in the real world, not just notebooks!

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About Me

  • 🧠 I design and ship end-to-end ML systems - from RAG pipelines and LSTM forecasters to async microservices at production scale
  • πŸ₯ Built OmniBiMol, a live AI protein intelligence platform cutting protein analysis time by 95%+ (from days to minutes)
  • πŸŽ™οΈ Host a research podcast interviewing PhD scientists - signal-seeking, not trend-chasing
  • πŸ† Top 10 @ VIT-B Γ— Johns Hopkins Health-Hack 2026 Β· Rajya Purashkar Award (Governor's Award)

Tech Stack

AI / ML

Python PyTorch TensorFlow HuggingFace scikit-learn OpenAI

Backend & Systems

FastAPI Node.js Redis PostgreSQL React TypeScript

Cloud & DevOps

GCP AWS Docker Kubernetes Firebase Azure

Languages

C++ Java SQL


Featured Projects

🧬 OmniBiMol

AI Protein Intelligence Platform

End-to-end biomedical research platform - protein annotation, structure prediction (ESMFold/AlphaFold), molecular docking, drug repurposing, and genome risk scoring. Live, production-deployed.

  • 85%+ disease prediction accuracy
  • 95%+ reduction in protein analysis time
  • Integrated UniProt, PDB, KEGG, PubChem, ClinicalTrials.gov

Python FastAPI Redis PostgreSQL

πŸ”— Live Demo Β· πŸ“ Repo

πŸŽ“ Audora

Curriculum-Grounded Lecture Intelligence

Full-stack RAG pipeline converting lecture recordings into syllabus-aligned study notes using Whisper, FAISS semantic retrieval, and Groq/OpenAI. Syllabus-Aware RAG eliminates hallucinated headers common in standard LLM outputs.

  • Multi-format: audio, PDF, DOCX ingestion
  • OCR-fallback for scanned documents
  • Adaptive quizzes + confidence scoring

FastAPI React FAISS

πŸ”— Live Demo Β· πŸ“ Repo

Real-Time Water Quality Forecasting

LSTM-based forecasting system predicting DO, BOD, and Fecal Coliform across 7 cities with 3-day ahead accuracy. Fuses CPCB open data, live OpenWeather API feeds, and Gemini AI for environmental policy support.

  • Deployed on AWS with live Gradio dashboard
  • Serves insights for 400M+ Ganga-dependent users
  • End-to-end ML pipeline with confidence intervals

Python AWS TensorFlow

πŸ“ Repo

AI-Driven Supply Chain Platform

Industry-grade AI platform for automotive parts availability and distribution, built for JK Fenner. Addresses fragmented inventory systems with intelligent search, demand forecasting, and distributor routing.

  • Replaces fragmented legacy systems
  • ML-driven inventory prediction
  • Streamlit + GCP deployment

Python GCP Streamlit

πŸ“ Repo

πŸ€– QuestGen

Adaptive AI Question Generator

Generates high-quality educational questions from PDF/DOCX using HuggingFace T5 and Gemini Pro. Reduces manual question paper creation effort by 90%.

HuggingFace Gemini

πŸ“ Repo

Adaptive Platoon Offset Optimizer

AI system that predicts vehicle platoon arrival at traffic signals and adjusts green offsets in real time to minimize red-light stops across signal networks.

ML HuggingFace

πŸ”— Live Demo


GitHub Stats


Achievements & Recognition

Award Organization Year
πŸ… Top 10 Finalist VIT-B Γ— Johns Hopkins University Health-Hack 2026 2026
πŸ† Rajya Purashkar Award (Governor's Award) Bharat Scouts and Guides 2022
☁️ 11Γ— Google Cloud Skill Badges ML APIs Β· Kubernetes Β· BigQuery Β· Serverless 2022–25
πŸ€– AI Foundations Associate Oracle 2025
πŸ“Š NLP in Microsoft Azure Microsoft 2025
πŸŽ™οΈ Research Podcast Host Interviews with PhD Scientists Ongoing

Currently

  • πŸ”¬ Scaling OmniBiMol with advanced docking simulation and clinical trial matching
  • πŸ“ Deepening systems knowledge: distributed ML inference, model quantization, RLHF pipelines
  • πŸ“¬ Open to: SWE / ML internships, research collaborations, open-source contributions

If you're building something real in AI/ML or systems - let's talk!

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