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1. Sec_Federated_Learning Sec_Federated_Learning Public

   A benchmarking harness for federated‑learning security. It simulates non‑IID clients on CIFAR‑100, collects rich per‑round telemetry and tests privacy‑enhancing techniques like selective encryption

   Jupyter Notebook 3

2. NaviCast NaviCast Public

   A maritime‑vessel tracking and intelligence system using AIS data. It performs data collection, ML‑based traffic analysis and predictive routing, exposing results through a REST API

   Jupyter Notebook 3

3. spotify-clusters spotify-clusters Public

   Uses PCA and K‑means on Spotify audio features to recommend songs, with a Flask API and modern front‑end.

   Jupyter Notebook 1

4. Spiral-Untagler-ANN Spiral-Untagler-ANN Public

   A neural network built from scratch in NumPy that learns to untangle intertwined spirals, complete with visualisation tools and experiments on nonlinear manifolds

   Jupyter Notebook

5. ClearBox ClearBox Public

   A full‑stack secure messaging platform with FastAPI, React and PostgreSQL. It offers real‑time encrypted chat, group conversations, presence/typing indicators and GDPR‑compliant storage

   JavaScript 3

6. IPKE IPKE Public

   IPKE extracts Procedural Knowledge Graphs from industrial documents using task-decomposed prompting.

   Python 4