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tiwaker9404/README.md

Hi, I'm Ashwin 👋

I build AI agents and the systems that keep them running in production. I like taking a product into a customer's world, making it fit, and shipping until it works there.

What I've built

  • coldopen: paste a job link, get a 30-second film made for that company. 60% of the films I sent got a reply, against 2 replies from plain messages. Try it free · See the films
  • unkillable: durable execution on Postgres. Kill a worker halfway and the job finishes, with nothing done twice: 0 double refunds in a 200-job chaos test, against 83 for a plain retry loop.
  • cx-copilot: a support triage and reply agent with LangGraph, LangSmith tracing, reply-quality evals and a regression gate. Runs free on local models.
  • integration-triage: triage for integration support tickets.

Background

  • Master of Quantitative Management: Business Analytics, Duke University (Fuqua)
  • B.Tech in Computer Science, Vellore Institute of Technology
  • AWS Solutions Architect – Associate · Databricks Certified Data Engineer
  • Published research in ensemble learning and NLP sentiment analysis

Stack: TypeScript, Python, SQL, React, Next.js, Node.js, Postgres, LangGraph, AWS, Databricks

Off the keyboard: 2000-rated at chess, and I played football for India at under-17.

📫 ashwintiwarizx@gmail.com · LinkedIn

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  1. coldopen coldopen Public

    Paste a company's website, get a 30-second film made for them. Open-source agent for personalized video outreach.

    TypeScript 1

  2. pilotkit pilotkit Public

    Taking an AI assistant from discovery to measurable value, with zero permission leaks

    Python

  3. cx-copilot cx-copilot Public

    LangGraph-powered customer support agent with LangSmith tracing, automated quality evaluations, and regression gates to catch harmful prompt or model changes.

    Python

  4. unkillable unkillable Public

    Crash-proof execution for AI agents on Postgres. Kill the worker mid-run; it resumes without redoing work.

    TypeScript

  5. integration-triage integration-triage Public

    Support-engineer toolkit: diagnose failing API calls from logs, draft the reply, escalation packet and runbook

    Python

  6. stmtflow stmtflow Public

    Bank-statement PDF extractor with automatic column detection, balance validation, and a review queue for transactions it can’t verify.

    Python