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muhdbilal/README.md

Typing SVG

I am a data scientist and machine learning researcher. I am all about harnessing the power of data and machine learning methods to solve real world problems.

🔧 Technologies & Tools

  • Programming Languages: Python, R, SQL
  • Tools: Git, Docker, VS Code, Jira, Confluence

I have been experimenting with Large Language Models (LLMs) recently. Some of the projects I made are:

🗺️ Location Finder

Use LLMs to pinpoint any geographical query on a map.

🗨️ RAG Chatbot

A chatbot with Retrieval Augmented Generation (RAG) to answer questions related to the provided pdf files.

📫 Visit my socials:

LinkedIn

📃Read my journal paper:

Journal Paper

Check out its implementation here: C2RGAN

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  1. C2RGAN C2RGAN Public

    Implementation of my journal paper “Cross-Correlated Scenario Generation for Renewable-Rich Power Systems Using Implicit Generative Models”, Energies, 16(4), 2023

    Jupyter Notebook 1

  2. llm-chatbot llm-chatbot Public

    Basic LLM chatbot built using Langchain and Chainlit

    Python

  3. location_finder location_finder Public

    Flask app utilizing LLMs to pinpoint locations on a map

    Python

  4. LoRA-FlanT5-Finetune LoRA-FlanT5-Finetune Public

    Tensorflow implementation of LoRA layers in Google's FLAN-T5 LLM

    Jupyter Notebook 1