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Punam918/README.md

Hi, I’m Punam 👋

AI Engineer | LLMs, RAG Systems & Data Pipelines

I'm Punam, an AI & Data Engineer specializing in productionizing Large Language Models, high-precision RAG architectures, and automated MLOps / DevOps deployment pipelines. I engineer scalable, fault-tolerant AI systems—combining a strong foundation in DevOps continuous delivery and AI security & governance to turn complex models into secure, enterprise-ready solutions.

🛠 Tech Stack & Tools

  • AI, ML & LLMs: Python, PyTorch, TensorFlow, Transformers, OpenCV, YOLO
  • LLMs, RAG & AI Applications: LangChain, LangGraph, Qdrant, FAISS, FastAPI
  • Data Engineering: Apache Spark, Airflow, DuckDB, PostgreSQL, SQL
  • Cloud & DevOps: Docker, Kubernetes, Azure, AWS, GitHub Actions, Git

🌐 Connect with Me

Pinned Loading

  1. CiteMind-AI-RAGOps CiteMind-AI-RAGOps Public

    An evidence-grounded research assistant that combines hybrid retrieval, reranking, and RAG to help users explore scientific papers with transparent citations and verifiable source evidence.

    Python

  2. Adventurework_dataengineering Adventurework_dataengineering Public

    Azure data engineering project including data ingestion, storage, transformation, and visualization.

    Jupyter Notebook

  3. Web_Based_Proctoring Web_Based_Proctoring Public

    A computer-vision-based remote exam monitoring system that analyzes head pose, object detection, face verification, mouth movement, gaze tracking, and face spoofing to help maintain online assessme…

    Jupyter Notebook

  4. Dev-Pilot Dev-Pilot Public

    A human-governed AI debugging workbench that investigates repository failures, proposes reviewable fixes, and verifies changes through controlled tools, approval gates, and automated tests.

    Python

  5. llm120-from-scratch llm120-from-scratch Public

    A compact language-model engineering project that trains a decoder-only Transformer from random initialization on a single laptop GPU, covering tokenizer training, pretraining, evaluation, SFT, DPO…

    Python

  6. VerityLake VerityLake Public

    A governed data-to-RAG platform that connects ingestion, validation, lakehouse publishing, vector indexing, retrieval, and citation evidence through reproducible and reversible data workflows.

    Python