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Building Up
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Building Up
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abz4375/README.md

Ayush Srivastava

Associate Software Engineer at IndiaMART InterMESH, building production AI agents and backend systems — LLM evaluation pipelines, LangGraph workflows, and Go/PHP services serving 30k+ monthly users.

I like turning messy, experimental AI systems into reliable production software.

Featured projects

  • agent-harness — Containerized Claude Code agent that reverse-engineers single-page PDFs into pixel-accurate, editable HTML/CSS, with a free deterministic OCR fallback. Builds on ideas from an internal production incident-investigation agent (IM Kree) I built at IndiaMART.
  • RecommenderSystem — Hotel recommendation engine using cosine similarity over live Google Travel data scraped with Selenium, served through a Flask API.
  • prompter — Chrome extension for managing reusable prompt templates on Gemini, built on Manifest V3.
  • TeamUp — Next.js team collaboration tool with task approval workflows and role-based access control.
  • iwds — Mobile environmental monitoring platform built on React and Firebase.

IM Kree, an autonomous RCA engine built on Claude Code that won Best Problem Solving Approach at IndiaMART's 2026 hackathon, is internal to IndiaMART and not public — happy to walk through the architecture on request.

Tech stack

Python · Go · TypeScript · PHP · SQL LangGraph · Langfuse · Google ADK · Claude Code · RAG · LLM Evaluation FastAPI · Django · Flask · Node.js PostgreSQL · MongoDB · MySQL · Firebase Docker · Kafka · Linux · CI/CD

Contact

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  1. TeamUp TeamUp Public

    Next.js team collaboration tool with task approval workflows and role-based project access

    TypeScript 1

  2. prompter prompter Public

    Chrome extension that adds custom, reusable prompt templates to the Prompt Storm panel on Gemini

    JavaScript 4

  3. iwds iwds Public

    Mobile environmental monitoring platform with real-time sensor data and alerts, built on React and Firebase

    JavaScript 3

  4. RecommenderSystem RecommenderSystem Public

    Hotel recommendation engine that scrapes live listings from Google Travel and ranks them with a weighted cosine-similarity model

    CSS 1

  5. InsightBlaze InsightBlaze Public

    Data visualization dashboard with a Flask/MongoDB backend and a filterable React charting UI

    JavaScript 1

  6. agent-harness agent-harness Public

    Containerized Claude Code agent that reverse-engineers single-page PDFs into editable HTML/CSS, with a free deterministic OCR fallback

    Python