Yash Hirani

AI EngineerFull-Stack EngineerML Systems
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B.Tech CS (Data Science) at VIT Vellore, graduating 2027. I specialize in building highly-optimized, AI-native infrastructure—from zero-marginal-cost NLP pipelines to distributed multi-agent systems and custom game engines. I've scaled products to 2,000+ users and engineered enterprise-grade RAG solutions running entirely on edge architectures. Always building in public.

Timeline

Approved Builder@ Swiggy Builders ClubJune 2026 – Present
  • Developed Last-Minute Chef, a full-stack Next.js recipe app integrating a custom Instamart MCP server for autonomous LLM agents to search products and execute cart workflows.
  • Built a Python TF-IDF and cosine-similarity recommendation engine to match user-entered ingredients against 20,000+ recipes in under 100ms.
  • Designed a Node.js ETL pipeline that deduplicated and normalized a noisy 62,000-record dataset down to 22,000+ clean records.
Research & Development Intern@ SamsungAugust 2025 – June 2026
  • Engineered a high-performance video benchmarking system and automated computer vision pipeline for Android devices.
  • Improved measurement precision by 40% and reduced manual testing overhead by over 150 hours weekly.
Full-Stack Developer Intern@ SstudizeMay 2025 – July 2025
  • Revamped the backend architecture and database for an AI-powered JEE prep platform, cutting system latency and boosting API speeds by 192%.
  • Automated document workflows to cut export times in half.

Projects

Composio App Research Agent

GitHub ↗

An autonomous AI agent that evaluates 100 SaaS APIs for integration readiness by scraping docs, extracting structured data, and verifying accuracy.

AgentKit (Open Source Contribution)

GitHub ↗

Integrated the hybrid-rrf-search bundle to enhance search and retrieval capabilities within Lamatic's AgentKit.

ContextCapsule

Demo ↗

A privacy-first tool that compresses ChatGPT conversations into highly token-efficient summaries. Scaled to over 2,000 active users by utilizing a custom AI pipeline and serverless edge architecture.

4K+ users

System Design Reviewer

GitHub ↗

An AI platform that evaluates software architecture designs using a team of specialized agents. Built to mirror enterprise-level reliability while running entirely on cost-free infrastructure.

GTM Context Engine

A specialized retrieval system built to prevent AI hallucinations in marketing materials. It securely pulls ground truth directly from GitHub and Slack to generate highly accurate, traceable assets.

Barricade AI Agent

An autonomous AI agent trained to master a highly complex board game through self-play. Features a custom-built game engine and a computer vision pipeline to play against human opponents online.

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