manav agarwal_

applied LLM mechanic_

i dissect, tweak and fine-tune language models, from architecture to inference. strong math base, faster execution.

"winners don't make excuses when the other side plays the game"

selected projects

openxploit_

a containerized tool for scanning and reporting vulnerabilities in local or docker-based applications.

toy qwen3_

a character-level language model inspired by qwen3, implemented and trained on shakespeare dataset.

toy llama3.2_

a lightweight character-level language model inspired after llama 3.2, trained on the shakespeare dataset.

toy qwen3 moe_

an efficient character-level mixture-of-experts model inspired from qwen3-moe, trained on shakespeare.

yodalm_

a 4-bit quantized and instruction-tuned qwen3 model fine-tuned on custom data, that speaks yoda.

simple rag_

A RAG application built from the official langchain tutorial.

Work Experience

Connect

Feel free to contact me at manuagarwal1443@gmail.com