Shrikant Pawade
Pianist by training, building with AI, learning in public from Pune.
About a year ago I left a career in music to learn how language models are trained, by building small ones and fine-tuning them on my own data. This site is where the work goes, including the parts that fail.
Projects
All projects- CI diagnosis MCP serverAn MCP server that reads a failed GitHub Actions run and hands a coding agent the evidence, not a guess.
- GST invoice reconciliation for accountantsMatches a client's books against the GST portal so a chartered accountant stops doing it by hand.
- Fine-tuning a small language model, in publicIn progress. Thirty days to a LoRA fine-tune of a small Qwen model that beats the base model on a held-out test set.