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Satya-Mohapatro/README.md

Satyanarayan Mohapatro

AI/ML Engineer · GenAI Developer · Data Scientist

Profile Views LinkedIn Portfolio Resume


🟢 Open to Work — AI/ML Engineer · GenAI Engineer · Data Scientist

Final-year B.Tech CSE (AI & Edge Computing) student actively seeking full-time opportunities in AI/ML, GenAI, and Data Science.


GitHub Stats

GitHub Streak

snake animation

About Me

I'm a final-year Computer Science student (AI & Edge Computing) at MIT Art, Design & Technology University, Pune, with hands-on experience building end-to-end ML and LLM-based systems — from RAG pipelines and agentic workflows to deployed cloud applications.

  • Currently building AI-powered systems using LangChain, LangGraph, and multi-agent LLM architectures
  • Experienced in RAG pipelines, Corrective RAG, agentic planning, and GenAI deployment
  • Deployed production systems on AWS (EC2, S3, SageMaker, ECR) with Docker and CI/CD
  • Strong foundation in ML, Deep Learning, NLP, and Computer Vision
  • Research background in GANs for materials science at CAMMP, and demand forecasting
  • Published at IGTT 2026 · Runner-Up at Smart India Hackathon 2025
  • Based in Pune, India · Open to remote and hybrid roles

Work Experience

AI LLM Developer TraineeHCL Tech (Remote) Feb 2026 – Apr 2026

Built and deployed a Corrective RAG (CRAG) pipeline using LangGraph, Groq Llama 3.1, and ChromaDB for clinical QA over an 11,637-page medical corpus. Improved answer relevance from 0.822 → 0.839 and Recall@5 from 0% → 10% over a Naive RAG baseline. Integrated LangSmith observability and a Streamlit dashboard with hallucination detection safeguards.

AI Research InternCAMMP, MIT-ADT University (Hybrid) Sep 2025 – Nov 2025

Built a Conditional GAN in PyTorch for ferritic steel microstructure generation. Reduced FID from 120 to 45–55 over 200+ epochs via architecture tuning. Implemented CUDA-optimized training with checkpointing, boosting experiment throughput by 30%.

Data Science InternThe Developers Arena (Remote) Jul 2025 – Dec 2025

Built an end-to-end ML and Deep Learning portfolio (regression, classification, clustering, CNNs, YOLOv8, LSTMs, Transformers) with deployment via FastAPI, ONNX, and Streamlit.


Featured Projects

TensorFlow LangGraph React FastAPI AWS Docker

End-to-end demand forecasting platform with an LSTM model (MAE ~9.8, RMSE ~12.4), a rule-based risk engine for inventory decisions, and a LangGraph agentic layer with Gemini-powered bilingual executive summaries. Deployed on AWS SageMaker + EC2.

📄 Presented at IGTT 2026 — 8th International Symposium on Innovative Global Technology Trends


LangChain Gemini Pinecone Flask Docker AWS EC2

Medical QA chatbot processing 6,661 pages into 52,181 searchable chunks using Sentence-Transformer embeddings and Pinecone k-NN retrieval. Supports concurrent multi-turn sessions via multithreading. Deployed on AWS EC2 via GitHub Actions CI/CD.


XGBoost LangChain FastAPI NLP

XGBoost regression pipeline (R² = 0.74) with NLP-based sentiment/intent analysis and a GenAI follow-up generation module using LangChain. Built for real-world CRM integration with human-in-the-loop safeguards.


Tech Stack

Languages

Python SQL Java C++

ML / DL

PyTorch TensorFlow scikit-learn Keras OpenCV

GenAI / LLMs

LangChain LangGraph Hugging Face RAG Prompt Engineering

MLOps & Deployment

Docker FastAPI Flask AWS MLflow GitHub Actions

Databases & Vector Stores

MySQL Pinecone ChromaDB FAISS


Achievements

📄 Published"NIYOJAN: Agentic AI-Powered Strategic Demand Planning Platform" at IGTT 2026, MIT-ADT University
🥈 Runner-Up — Smart India Hackathon (SIH) 2025 for Uchita Drishti (automated float glass inspection using CV)
🏅 Top 5 — IDEA EXPO, MIT-ADT University; submitted WellTrack under GDSC Solution Challenge

Certifications

  • Oracle Cloud Infrastructure 2025 — Certified Data Science Professional
  • Prompt Engineering — Infosys Springboard
  • Complete GenAI with LangChain & HuggingFace — Udemy (Krish Naik)
  • Model Context Protocol (Intro + Advanced) — Anthropic
  • Machine Learning with Python (Honors) — IBM
  • Computer Vision — NPTEL

"Build systems that are not just functional, but reliable, explainable, and deployable."

📬 satyaamohapatro@gmail.com · 📱 +91-9322574610

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