I'm Ajinkya, a forward deployed engineer at OnFinance AI in Mumbai. I ship agentic AI systems into banks and financial institutions, and own them end to end: scoping with the client, building the agent harness, rolling it out on-prem, and keeping it evaluated and traced once it's live.
Before this I built an AI observability platform at Karta and an enterprise RAG system at Swiggy, and finished a B.Tech at IIT Bombay where my thesis fine-tuned a protein language model to design antimicrobial peptides.
Now
Building and maintaining the agent harness behind OnFinance's enterprise deployments: orchestration loops, tool interfaces, context assembly, and the deterministic fallback paths that keep outputs auditable. More on the now page.
Selected work
- Agentic compliance, risk and accounting systems for BFSI
- AI observability on LangSmith traces
- Designing antimicrobial peptides with ESM-2