Siddhant Nitin Patil

Founding Engineer at Teamcast | Building AI that ships to production

Role
Founding Engineer at Teamcast.Ai
Location
Palo Alto, CA, US
LinkedIn followers
500 followers

About Siddhant Nitin Patil

I’m a Full-Stack AI Engineer who builds practical AI products end to end: the UI people use, the services behind it, and the pipelines that keep it reliable.I’ve worked on: AI-driven hiring workflows at Teamcast, where the goal is simple: help recruiters make faster, higher-confidence decisions while keeping humans in control. Data + ML tooling for non-technical stakeholders, including a dashboard that made model outputs easier to review and discuss. Production pipelines and APIs, like automating ingestion from SFTP → SQS → S3, and shipping FastAPI services with health checks and observability.I care about the boring parts that decide whether AI is usable: clear product boundaries, repeatable behavior, and evaluation that matches real outcomes (not demo vibes). If a feature can’t survive noisy inputs, edge cases, and compliance constraints, it’s not done.Every week I write about what is actually shifting in AI - not benchmarks and hype, but the infrastructure decisions and real-world constraints underneath them

Experience

  1. Founding Engineer

    Teamcast.Ai

    May 2025 — Present · Palo Alto, CA, US

    Founding member building production-grade AI hiring systems that drive real decisions.

Education

  • California State University, Long Beach

    Master of Science - MS

  • Vishwakarma Institute of Information Technology

    Bachelor of Technology - BTech

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