.png){kind=logo}
Yash Sanap
Junior Data Scientist specializing in ML, geospatial analytics, and LLM applications
Connect with Yash
Yash already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.
Recommended
Already have an account?
About
Built and deployed a production AI “term explainer” agent that adapts explanations to beginner/intermediate/expert users by combining multi-step LLM reasoning with grounded Wikipedia retrieval. Owns end-to-end agent orchestration (smolagents/Python), reliability patterns (fallback across LLM providers, retries, guardrails), and observability/metrics-driven evaluation; also partnered with a non-technical researcher to deliver a plain-language research assistant agent.
Experience
Education
Key Strengths
- Built and deployed a production LLM agent with tool augmentation and grounded retrieval (Wikipedia API)
- Designed robust orchestration with multi-step flows, tool calls, retries, and multi-provider fallback
- Strong focus on reliability via guardrails (bounded context, strict tool contracts, max steps) and systematic testing
- Metrics-driven evaluation and debugging using observability, traces, and logs (success rate, latency, cost)
- Ability to tailor outputs to different user expertise levels via controlled context and re-synthesis
- Effective collaboration with non-technical stakeholders to translate needs into usable AI workflows (research assistant agent)
Discover more candidates like Yash
Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.
Search Talent