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Jaykumar-Kotiya/README.md

Hi, I'm Jay πŸ‘‹

AI/ML Engineer | Generative AI | NLP | Cloud MLOps | Real-Time Systems


🧠 About Me

  • 🎯 AI/ML Engineer with 6+ years of hands-on experience across GenAI, NLP, computer vision, and forecasting in healthcare, finance, and legal tech
  • πŸ€– Built production-ready solutions using GPT-4, LangChain, Hugging Face, RAG pipelines, FAISS, and Pinecone
  • πŸš€ Deployed real-time systems on AWS, Azure, and GCP using FastAPI, Kafka, Docker, and Kubernetes (AKS)
  • 🧠 Passionate about building robust, scalable ML pipelines and LLM applications β€” from fraud detection to legal Q&A bots
  • πŸ§ͺ Love tackling end-to-end challenges in data, modeling, deployment, and monitoring
  • πŸ“ Based in Boston, MA | Always up for conversations around AI, robotics, and system design!

βš™οΈ Technologies & Tools

Additional: LangChain β€’ Hugging Face β€’ Transformers β€’ MLflow β€’ Airflow β€’ Kafka β€’ AKS β€’ Pinecone β€’ FAISS β€’ Gradio β€’ DVC β€’ Prometheus β€’ Grafana β€’ Neo4j


πŸ“Œ Featured Projects

  • 🩺 GenAI Clinical Scribe – Real-time physician note generation using GPT-4 + LangChain (98% accuracy, 60% less time)
  • βš–οΈ LegalSummon – RAG pipeline for legal document summarization & QA (BART + Pegasus + FastAPI + Gradio)
  • πŸ“‰ Real-Time Misinformation Detection – BERT+RoBERTa NLP ensemble with live Kafka streams and Prometheus dashboards
  • 🌾 RL-based Smart Farming – Digital twins using PPO & DDPG for yield optimization in energy-constrained zones
  • 🌫 UrbanAir – GNN + TCN-based air pollution forecast engine deployed via AWS Lambda and Mapbox dashboards

πŸ“Š GitHub Stats


πŸ“ˆ Most Used Languages


πŸ”₯ GitHub Contribution Streak

GitHub Streak


β˜• Let's Connect

Pinned Loading

  1. finsight-ai finsight-ai Public

    FinSight AI – Real-Time Financial Risk and Anomaly Detection

    Jupyter Notebook

  2. INFO_6205_Program_Structure_and_Algorithms INFO_6205_Program_Structure_and_Algorithms Public

    Forked from nikbearbrown/INFO_6205_Program_Structure_and_Algorithms

    INFO 6205 Program Structure and Algorithms

    Jupyter Notebook

  3. Jaykumar-Kotiya Jaykumar-Kotiya Public

  4. MERN-AI-ChatBot-Project MERN-AI-ChatBot-Project Public

    This is an AI Chatbot application, inspired by ChatGPT, by using MERN Stack and OpenAI It's a customized chatbot where each message of the user is stored in DB and can be retrieved and deleted. It'…

  5. ParthKalani/HealthCare-Application ParthKalani/HealthCare-Application Public

    Built a Java application to navigate Healthcare data entry, collection, management and associated statistics.

    Java