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Yash Sanap

Junior Data Scientist specializing in ML, geospatial analytics, and LLM applications

City of Virginia BeachGeorge Mason UniversityVirginia Beach, VA2 Years ExperienceJunior LevelWorks On-Site

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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.

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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)

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Experience

Data Science InternCity of Virginia Beach IT · Jun 2025 – Aug 2025internship
Data ScientistCapgemini Technology Services · Aug 2022 – Jun 2024

Education

George Mason Universitymaster, Computer Science (2026)
University of Mumbaibachelor, Computer Engineering (2022)

Skills

PythonSQLJavaGoBashJavaScriptTensorFlowPyTorchXGBoostScikit-learnTransformersLarge Language Models (LLMs)Retrieval-Augmented Generation (RAG)Computer VisionAWS

Languages

English

Certifications

Oracle Cloud Infrastructure 2025 Certified Data Science ProfessionalOracle Cloud Infrastructure 2025 Certified AI Foundations AssociateBuild an AI Application with React and AWS SageMakerLearning Power BI DesktopDocker Foundations Professional CertificateMicrosoft Certified Azure Fundamentals

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Data & AnalyticsPythonSQLJavaGo

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Yash already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.

Typically responds within 24 hours

Recommended

Already have an account?

Hire with Reval

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Our AI agents source, screen, and vet candidates for your open roles. Get qualified candidates within 48 hours.

$250one-time kickoff
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Yash SanapJunior Data Scientist specializing in ML, geospatial analytics, and LLM applications