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ixchio/README.md

IXCHIO

Final year CS student. Part-time AI Engineer.
Building production systems that serve 1000+ users daily.

I don't write code to pad my resume. I write it because someone's business depends on it working at 3 AM.

What I've Shipped

Safe Agent Sandbox Runtimeaum.sitrai.com
Autonomous AI agents executing code safely. 1000+ daily runs, 99.9% uptime. Multi-provider LLM fallback (OpenAI → Claude → Ollama). Cut costs by $400/month, reduced failures 60%.

Groq Codergroq-coder.vercel.app
Production AI code generation with real-time streaming and multi-stage validation. Built it. Deployed it. Users love it.

AutoPR-AIgithub.com/ixchio/autopr-ai
Autonomous code description pipeline with evaluation microservice comparing Llama/Mistral/GPT performance.

Open Source

  • OpenHands: 4 merged PRs, built eval harness (35% cost reduction, 3x throughput)
  • LangChain: PR #31327, multi-agent orchestration improvements

Stack I Ship With

AI/ML: Agent systems, LLM orchestration (GPT/Claude/Llama), prompt engineering, evaluation pipelines, production LLM ops
Backend: Python (expert), FastAPI, Node.js, PostgreSQL, Redis, Celery
Infrastructure: Docker, Kubernetes/EKS, AWS (EC2, S3), CI/CD
Monitoring: Prometheus, Grafana, Weights & Biases

Zero Kubernetes knowledge → production EKS deployment in one week. That's how I work.

What Makes Me Different

Most students build side projects. I build systems that handle real traffic, real money, real consequences.

  • Deployed production code while 30 other developers watched me debug their "impossible" issue
  • Contributed to OpenHands and LangChain while they weren't hiring interns
  • Run 1000+ autonomous agent executions daily without waking up to fire alarms
  • Know the difference between "demo works" and "production ready"

I've debugged race conditions at 2 AM, optimized LLM costs while maintaining quality, and built monitoring dashboards before things broke.

Not because a bootcamp told me to. Because production systems don't care about your feelings.

What I'm Looking For

Graduating May 2026. Available immediately after.

Target: Founding engineer / AI engineer roles where I'm building 0→1, not maintaining legacy code.

What I bring:

  • Production AI systems experience, not just tutorials
  • Startup velocity - ship fast, iterate faster, own outcomes
  • End-to-end ownership - from architecture to monitoring
  • Open source contributor mindset
  • Comfortable with ambiguity and unclear specs

What I need:

  • High ownership, low bureaucracy
  • Team that values shipping over meetings
  • Problems that matter

Current CTC: ₹11 LPA | Expected: ₹18-25 LPA | Open to remote + relocation

Let's Build

If you're solving hard problems and need someone who ships, not someone who talks about shipping:

LinkedIn Email Discord CodePen


Most students write projects. I ship production systems.

Pinned Loading

  1. Groq-Coder Groq-Coder Public

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    A clean, modular SDK for building AI agents with OpenHands V1.

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