~/projects/esa-adb-agent

Trustworthy anomaly agent

Anomaly detection on real ESA spacecraft telemetry that an operator can actually act on.

sheet

role: Solo
period: 2026.07 → 2026.08
context: Independent project. Built on ESA's official anomaly detection benchmark
status: live
code: public
links: GitHub ↗

results

0 false alarms across 976,182 normal windows, with 99% precision

Names the right channel in 120/120 cases annotated by ESA experts

Reproduces ESA's published baseline (F0.5 = 0.949) on a laptop, no GPU

skills

technical skills: Anomaly Detection Uncertainty Quantification Explainable AI AI Evaluation & Guardrails Edge & Offline AI
soft skills: Rapid Learning
domains: Space

Independent project