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codehax41/README.md

Hi, I'm Ram

I build AI systems, agentic workflows, and data-driven solutions — from multi-agent LangGraph apps to production forecasting, NLP, and predictive models.

I also create webinars, courses, and YouTube content around ML and LLMs.

What I Work On

  • AI Agents & Automation — orchestrators, tool-calling agents, LangGraph pipelines, local + cloud LLM apps
  • Search & RAG Systems — embeddings, hybrid search, ChromaDB, document intelligence
  • Ready-to-run Projects — clone → install → run examples for agents, RAG, phishing detection, and data apps
  • Fine-Tuning — DistilBERT, MiniLM, TinyLlama, T5, ELECTRA, URLNet
  • MLOps & Engineering — W&B, PyTorch Lightning, FastAPI, Streamlit
  • Teaching — ML/AI foundations, agentic workflows, hands-on demos

About Me

  • MSc in Statistical Computing from IIIT Bangalore
  • Data Scientist at Genpact, working on Agentic AI for business problems
  • Currently building: multi-agent AI apps, phishing detection model zoo, RAG apps, and analytics tools
  • Open to collaborating on NLP, ML, DL, and business-focused AI projects

Connect with Me

Languages & Tools

Python PyTorch TensorFlow Keras PyTorch Lightning Pandas Numpy Jupyter Git Hugging Face ChromaDB Flask OpenCV HTML CSS

Pinned Loading

  1. REST-API-With-Node-Express-TypeScript-MongoDB REST-API-With-Node-Express-TypeScript-MongoDB Public

    This repo contains REST API built with Node.js, Express, TypeScript, and MongoDB. It can be used as a starting point for building your own REST API, or as a reference for learning these technologies.

    TypeScript 2 1

  2. Cat-Dog-Classification-Project Cat-Dog-Classification-Project Public

    Classifies Cat Dog classification project using opencv and deep learning

    Jupyter Notebook 2 1

  3. Deep-Learning Deep-Learning Public

    This repository help you understand Implementation of ANN, CNN, RNN, LSTM in multiple way and the Whole concept of Deep Learning.

    Jupyter Notebook 1

  4. Predicting-Likelihood-on-Loan-Based-on-Transaction-Hsitory Predicting-Likelihood-on-Loan-Based-on-Transaction-Hsitory Public

    Based on this we are going to train a model and predict if a loan will ... loan amount, loan duration and credit history fields to train our model.

    Jupyter Notebook 2 1

  5. Prediction-of-Flight-Delay Prediction-of-Flight-Delay Public

    Jupyter Notebook 2 1

  6. Youtube-video-script-writer-using-LangChain- Youtube-video-script-writer-using-LangChain- Public

    This repo contains a Python script that can be used to generate scripts for YouTube videos.

    Python