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
CLI coding agent for solana programs. writes anchor, builds, debugs-fully autonomous.
mini memory layer for AI apps and agents. gives LLMs persistent, queryable long-term memory, self-hosted.
texas-hold-em arena where LLMs bluff, bet and banter in character.
a containerized tool for scanning and reporting vulnerabilities in local or docker-based applications.
a character-level language model inspired by qwen3, implemented and trained on shakespeare dataset.
a lightweight character-level language model inspired after llama 3.2, trained on the shakespeare dataset.
an efficient character-level mixture-of-experts model inspired from qwen3-moe, trained on shakespeare.
a 4-bit quantized and instruction-tuned qwen3 model fine-tuned on custom data, that speaks yoda.
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Feel free to contact me at manuagarwal1443@gmail.com