# Mohammed Farhan Baluch

> AI Engineer based in Toronto, Canada. I build multi-agent systems, and the evaluation that proves they're safe to ship.

Every page on this site has a markdown twin: append .md to the URL. Client names are withheld by policy; projects are described by industry.

## Profile

- [Résumé as text](https://farhanbaluch.com/resume.md)
- [About](https://farhanbaluch.com/about.md)
- [Full record in one file](https://farhanbaluch.com/llms-full.txt): everything below, concatenated

## Case studies

- [Automation coverage, measured from source](https://farhanbaluch.com/work/coverage-insights.md): 81.7%, regression automation coverage across 21 teams, now measured weekly
- [Agent and skill distribution platform](https://farhanbaluch.com/work/agent-distribution.md): 18 repos, on versioned agent packages, from 7 packages
- [Agent evaluation pipeline](https://farhanbaluch.com/work/agent-evaluation.md): 10+, quality dimensions scored per agent, from traces as well as answers
- [Multi-agent legacy documentation](https://farhanbaluch.com/work/legacy-docs-agents.md): 16 sections, every claim verified against cited lines
- [Risk-based test design with agents](https://farhanbaluch.com/work/risk-based-test-design.md): 9 of 9, injected bugs caught, against 1 of 9 for the standard set
- [Market research agents for retail banking](https://farhanbaluch.com/work/market-research-agents.md): 99.3%, extraction accuracy across 20+ bank websites
- [Estimation platform for an enterprise bank](https://farhanbaluch.com/work/estimation-platform.md): 80%, less manual estimation effort
- [Agentic legacy modernization and code intelligence](https://farhanbaluch.com/work/legacy-modernization.md): 70%, shorter modernization timeline
- [Autonomous testing for a conversational voice agent](https://farhanbaluch.com/work/voice-agent-testing.md): <10 min, to generate branch-covering test cases for a call flow

## Work log

- [Dated work log](https://farhanbaluch.com/log.md): what I worked on, newest first