Breaking Barriers Hackathon

AWS x Deloitte x AT&T Finalist Project.

[cite_start]Result: Finalist (Top 8 of 32 Teams) [cite: 24]

[cite_start]We simulated crowd-movement event streams and engineered motion features to detect anomalies[cite: 26].

  • [cite_start]Model: Trained an XGBoost anomaly trigger, tuning thresholds to minimize False Negatives[cite: 27].
  • [cite_start]Deployment: Shipped a demo hosted on AWS S3 featuring an interactive map using Amazon Location Service and MapLibre[cite: 28].