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ashwinmalekar/README.md

Hi, I'm Ashwin! (Microsoft Azure Certified)

I'm a Data Scientist with 2 years of experience, specialising in Gen AI & Agentic AI. Recently graduated with a MSc Data Science from The University of Birmingham, where I worked on enhancing Recommender Systems for my dissertation. Previously I worked at Legal Pythia as a Data Scientist (6 months) to develop PoC RAG-based PDF chatbot for a financial services client & at Exponentia.ai as a Software Engineer(1.5 years), contributing to automate email responses for a public sector bank.

I'm skilled in Python, SQL, PyTorch, LangChain, LangGraph, HuggingFace, FAISS, Azure, LLMs/SLMs

Specialising in Gen AI, Agentic AI, Recommender Systems, Vector Databases, LLM/Transformer Architecture

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  1. finetuning-phi3-QLoRA finetuning-phi3-QLoRA Public

    Finetuning Phi-3 (SLM) using parameter efficient finetuning(PEFT) method - QLoRA on the SQuAD dataset

    Jupyter Notebook

  2. AskMyPDF AskMyPDF Public

    A GenAI RAG assistant designed to comprehend your PDF's context and provide accurate answers to your questions quickly-give it a try!

    Python 2

  3. AttnNCF-recommendation-engine AttnNCF-recommendation-engine Public

    All the code implemented as part of thesis submission to the University of Birmingham for the MSc Data Science degree

    Jupyter Notebook 1

  4. Interactive-Tableau-dashboard Interactive-Tableau-dashboard Public

    An interactive tableau dashboard, for analysing average house price in King County,Washington having good view and good conditions, given filters (Year Built, Sqft Living, Sqft Lot)