Somesh Zanwar.

Selected work

Six projects, written as decision trails

Each page starts with the question the project exists to answer, then covers what I built, the choices I made and rejected, what broke, and what is real versus simulated.

Projects
01MetricTrust Control Plane →An analytics agent wants to roll an experiment from 20% to 50%. Is that specific action backed by evidence that is current, tested and approved right now?Aug 2026 · Working, tested, live demo02DataTrust OS →Is this revenue metric safe to use before anyone acts on it, and if not, what is it standing on?May – Jun 2026 · Public repo, CI on every push03Decision Intelligence Experimentation Platform →A p-value of 0.012 on an 8.3% lift looks like a ship. Who exactly are you shipping to?Mar – May 2026 · Public repo, live simulator04Data Quality-Aware Agent Governance →An agent is authorised to query a dataset. That morning three dbt tests failed on it. Who tells the policy engine?2026 · Public repo, live demo, upstreamed to AGT05Metric Decomposition Engine →DAU dropped 12% on Monday. Why?2026 · Public repo, live demo06AI Data Governance Platform →When a dataset quietly breaks, how long until someone notices, and can the system say why?2026 · Public repo, live demo
ExperimentsLabelled for what they are

UTA OIT capstone

In progress · private

A data science capstone with UTA's Office of Information Technology on intelligent IT ticket routing. Private, so no data or figures here. The part I find interesting is the gap between an assignment-group snapshot and who actually resolved a ticket.

ProofLayer

Exploratory

A concept for AI data governance. Labelled exploratory because it is: an idea I am testing, not a finished project.

Ambient agent

Exploring

The ambient-agent pattern, an agent that watches and acts without being prompted, built with LangGraph, Groq, SQLite and Streamlit.

Credential Bridge

Startup plan

A founder's plan for a platform helping internationally educated nurses through the Texas licensure pathway. A plan with verified regulatory steps and a confidence tag on each rule, not a product.