Faiz Palwala
AI/ML Engineer • Leeds, UK
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I am an AI/ML Engineer, building ML systems that are provably reliable, not just functional.
I spent four years at Deloitte architecting and scaling resilient enterprise microservices for a healthcare platform serving 23M+ members, then completed an MSc in Artificial Intelligence at the University of Leeds.
My dissertation shipped as SFHQ-VirtualID, a public benchmark for testing whether models actually forget people, not just photos of them, built on the same evaluation rigor I bring to every system I ship.
## Featured Builds
[view_all]SFHQ-VirtualID: Synthetic Identity Datasets for Machine Unlearning
A reproducible pipeline that generates synthetic, identity-conditioned face clusters, released as a citable, identity-level benchmark for machine unlearning.
GraphContext MCP
A privacy-first macOS application that acts as a structural brain for AI coding assistants using deterministic parsing and local MLX models.
Serverless GitHub Calendar
A 100% reliable, zero-runtime-dependency GitHub Contribution Heatmap architecture built for React and static sites.
MSc Project: Unlearning Framework
A comprehensive machine unlearning evaluation framework for identity-level deletion on synthetic facial datasets.
## System Navigation
- drwxr-xr-x./projects
- drwxr-xr-x./research
- -rw-r--r--./noggin
- -rwxr-xr-x./hire_me.sh