Rishab Mehta

MS in Computer Science | UMass Amherst

Role
Ai Engineering Contractor at nCino, Inc.
Location
Sharon, MA, US
LinkedIn followers
500 followers

Experience

  1. Ai Engineering Contractor

    nCino, Inc.

    Sep 2024 — Present · NC, US

    Designed and shipped a data-flow generation engine using AST analysis and GPT models to represent the data lineage across an integrations—cutting onboarding and debugging time for engineers and customer teams.Built a code-generation RAG service enabling developers to produce integration logic via natural language prompts, expanding platform capabilities and reducing manual coding effort.Developed the platform into an MCP-compatible server, allowing integrations to act as AI tools in MCP clients (e.g, Claude Desktop) for conversational debugging and execution.Created built-in MCP developer tools that provide a Cursor-like AI coding experience tailored to Sandbox integrations, improving developer productivity and reducing context-switching.Implemented embedding search with Sentence Transformers + PostgreSQL vector DB and integrated GPT-4o + LLaMA models to support hybrid RAG use cases across the platform.

Education

  • University of Massachusetts Amherst

    Bachelor of Science - BS, Computer Science

  • Massachusetts Academy of Math and Science at WPI

    High School Diploma

    2017 — 2019

  • University of Massachusetts Amherst

    Master's degree, Computer Science with a concentration in Data Science

  • Worcester Polytechnic Institute

    Dual Enrollment , Computer Science

    2018 — 2019

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Rishab Mehta — Ai Engineering Contractor at nCino, Inc. in Sharon, MA, US | Unifers