Featured Projects

Smarter Athens - AI Transit Optimization

Nov 16, 2025 — Hackathon 2nd Place Submission

Awarded 2nd place for a solution tackling subway congestion. We developed a regression model to predict passenger influx/outflux using open data, enabling dynamic optimization of train schedules. The system features a Python backend using ONNX for optimized model inference and a Node.js frontend for real-time visualization. Currently in talks with OASA for a production-level 2026 deployment.

Full-Stack, ML/AI @ApparentlyPlus & @BillyZeim & @triantafylloskountardas
> Check it out

Private / Sensitive Projects (In the works)

Meteo AI Assistant

In Development — Client Project

An intelligent weather chatbot designed for Meteo.gr social channels. The architecture implements a hybrid NLP pipeline: an Intent Classifier first filters traffic, routing phatic communication to a conversational SLM (Small Language Model). Weather requests undergo NER for spatiotemporal extraction (time/place) to query internal APIs. The final API payload is injected into the SLM's system prompt to synthesize a natural, accurate response.

NLP/SLM, Python, .NET 10 @ApparentlyPlus & @BillyZeim & @triantafylloskountardas