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Building cool stuff
💭
Building cool stuff

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jayanthchundru/README.md

Hi, I'm Jay 👋

I work on Natural Language Processing, Large Language Models, and AI Systems.

My research interests include:

LLMs & Multimodal Agents ( Robotics, Web, Software dev ), Efficient Inference Methods and Computational Semantics.

💥 I am looking to collaborate to build cool stuff

Technical Skills

Languages & Tools

Skills

AI / Machine Learning

HuggingFace Transformers • PEFT Techniques • Deep Learning • Model Training • Model Evaluation
vLLM • Efficient LLM Inference • GPU Acceleration

🤖 LLM & NLP Systems

• Prompt Engineering • LLM Fine-Tuning • Vector Steering • Retrieval Augmented Generation (RAG)

• Vector Databases • Semantic Search • AI Agents

Data Engineering & ML Pipelines

SQL • Azure SQL • AWS • Data Pipelines • Feature Engineering • Data Processing • Data Ingestion • Dataset Preparation

Pinned Loading

  1. GPT-from-scratch GPT-from-scratch Public

    Implemented GPT Architecture, Post Training Loop, Loss Measure from scratch.

    Python

  2. cincynlp/FrameID cincynlp/FrameID Public

    [EMNLP 2025] Code for the paper: "Do LLMs Encode Frame Semantics? Evidence from Frame Identification"

    Python 1 2

  3. tiny-vl tiny-vl Public

    Tiny - Vision Language Model Architecture From Scratch.

    Python