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Yashaskara/README.md

Hi, I'm Yash

Senior Software Engineer at Netcore (Unbxd), Bengaluru. I build AI agent infrastructure and put it in front of real customers.

What I work on

  • MCP platform: I led the design and development of a multi-tenant Model Context Protocol server that lets AI agents operate Unbxd's e-commerce search and merchandising tools. It exposes 100+ tools, is live with 3 customers, and uses OAuth 2.1 so an agent cannot reach another customer's data. This is company code, so it is not public.
  • LLM evaluation: an LLM-as-judge pipeline that scores AI-generated catalog data, simplified by measuring each stage before keeping it.
  • Customer-facing AI: data modeling, integrations, and reusable agent skills that cut typical customer onboarding from 3 to 6 months to about 1 week.

Stack

Python, FastAPI, Node.js, TypeScript, React, Next.js, MCP, BigQuery, GCP

Public repos

  • partner-eval (Anvaya): a full-stack LLM evaluation app I built solo. It scores compatibility across 12 life domains through a pluggable provider layer (Claude, OpenAI, Gemini), computes the final rank deterministically, and ships with per-user token limits, an admin dashboard, tests, and CI. Live demo (invite-only sign-in).
  • my-first-mcp: a learning project covering the three MCP primitives (tools, resources, prompts), with a Claude-powered CLI chatbot as the client.
  • auction-website: a real-time multiplayer cricket auction app in Next.js and TypeScript, with admin, auctioneer, team owner, and spectator roles.
  • react-search-sdk-demo: a minimal React app demonstrating a search SDK integration.
  • FYP_GUI_real-time-sign-laguage-translation: a Django GUI for real-time sign language translation, from my final-year project. The related paper is published at IEEE.

In progress

  • A multi-agent fact-checking system.

Find me

LinkedIn | kryj999@gmail.com

Pinned Loading

  1. partner-eval partner-eval Public

    Anvaya: LLM-powered compatibility evaluation across 12 life domains, with deterministic scoring (FastAPI, React, Turso)

    JavaScript

  2. auction-website auction-website Public

    Real-time multiplayer IPL-style cricket auction app (Next.js, TypeScript, Supabase Realtime)

    TypeScript

  3. FYP_GUI_real-time-sign-laguage-translation FYP_GUI_real-time-sign-laguage-translation Public

    Final year project: real-time sign language to speech translation with a Django GUI (IEEE publication)

    Python

  4. my-first-mcp my-first-mcp Public

    Learning project: MCP server (tools, resources, prompts) and a Claude-powered CLI chatbot that uses it

    Python

  5. react-search-sdk-demo react-search-sdk-demo Public

    Minimal React app showing how to integrate the Unbxd React Search SDK, bundled with Parcel

    JavaScript

  6. Resume Resume Public

    Personal portfolio site: experience, projects, and background (GitHub Pages)

    HTML