Open to AI-safety and ML roles Hyderabad, India --:-- IST

Mohammed Faisal Parvez

AI Safety & Machine Learning Engineer

Builds systems that decide when a signal is trustworthy enough to act on. Model auditing and interpretability, benchmarks that publish their failures, and bounded-autonomy controllers from GPU processes to accounts payable.

PROBE ACTIVE
0 1 1 false positive rate true positive rate
Decision Boundary Threshold (τ) 0.50
True Positive100%
False Positive100%
DiagnosticDRIFT
AUROC 1.00 — probe separated fine-tuned model from base perfectly. It was detecting fine-tuning drift, not a secret loyalty.

Lab · Threads

Forty fine lines of signal drifting across the page, thickest where they gather. The heaviest fragment shader of the set, so it renders at reduced resolution.

Source and licence
react-bits Threads (GLSL, verbatim) on a raw-WebGL host, rendered at 60% resolution. MIT + Commons Clause. Listed in LICENCES.md.
JavaScript on this page
11.6 KB gzipped for the effect, 79.5 KB in total. The home page carries 68.0 KB.
Reacts to
the pointer pulls the lines; time.
Off-screen, hidden tab, reduced motion
Paused, paused, one still frame.