# About Swapnoneel Saha

I’m an AI engineer and developer advocate based in India. I work where product engineering, agentic systems, and developer communication meet: building software, explaining how it works, and helping technical products earn trust with the people who use them.

## What I work on

My work spans agent evaluation and observability, developer tooling, full-stack web systems, automation, and technical education. I have built developer-facing integrations and documentation experiences, worked on production interfaces used by thousands of people, and helped early-stage teams turn rough technical ideas into products that can be tested and understood.

I’m especially interested in reliable AI agents: systems whose behavior can be observed, evaluated, and improved instead of treated as a black box. That interest also shapes this site. Its articles, project notes, machine-readable indexes, and Markdown responses are designed to be useful to both people and software agents.

## How I collaborate

I’m most useful on work that needs engineering depth and clear communication at the same time. That can mean prototyping an agent workflow, improving a developer experience, creating a technical content system, reviewing an integration path, or translating product behavior into documentation developers can act on.

For a fuller record, see the work page, résumé, project case studies, and technical blog. For collaboration, freelance work, full-time opportunities, or a specific technical question, use the contact page and include the problem, relevant constraints, and the outcome you want.

## Verify this profile

- [Credentials and source limitations](https://www.swapnoneel.site/credentials)
- [Professional résumé](https://www.swapnoneel.site/resume)
- [Work samples and case studies](https://www.swapnoneel.site/work)
- [Public source code](https://github.com/Swpn0neel/swapnoneel-site)