imaddde867
Data Engineering / Artificial intelligence Student - Turku AMK
Fun with AI
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Sec_Federated_Learning
A benchmarking harness for federatedālearning security. It simulates nonāIID clients on CIFARā100, collects rich perāround telemetry and tests privacyāenhancing techniques like selective encryption
NaviCast
A maritimeāvessel tracking and intelligence system using AIS data. It performs data collection, MLābased traffic analysis and predictive routing, exposing results through a REST API
spotify-clusters
Uses PCA and Kāmeans on Spotify audio features to recommend songs, with a Flask API and modern frontāend.
Spiral-Untagler-ANN
A neural network built from scratch in NumPy that learns to untangle intertwined spirals, complete with visualisation tools and experiments on nonlinear manifolds
ClearBox
A fullāstack secure messaging platform with FastAPI, React and PostgreSQL. It offers realātime encrypted chat, group conversations, presence/typing indicators and GDPRācompliant storage
IPKE
IPKE extracts Procedural Knowledge Graphs from industrial documents using task-decomposed prompting.