sagar sarkale
ai founder
i build ai products from zero to production — language models, retrieval systems, and the infra that makes them work. available for contracts and consulting. currently shipping quickcall.dev.
Selected Work
quickcall.dev
contextual memory for agentic engineering teams. captures what ships and loads what matters — across every agent, tool, and session.
quickcall.devmisal — marathi llm
india's first competitive marathi llm. 7B & 1B parameter models on 2B+ tokens. outperformed gpt-3.5 on reading comprehension. covered by YourStory and Moneycontrol.
mcp deep dive
3-part technical series on model context protocol — from primitives to elicitation. one of the most read mcp breakdowns.
start readingExperience
compounding intelligence for agentic engineering teams
india's first competitive marathi llm — 7B & 1B models
rag moderation +26% accuracy, 150 tok/sec inference
designed india's first standardized llm leaderboard
10x medical document processing (10 min → 1 min)
document ai — mask-rcnn table extraction at scale
2x reads growth, 20% follow increase from recs
Writing