projects.
A collection of things I've built, from machine learning experiments to full-stack applications.
Tableo AI Assistant
A Facebook Messenger agent that handles customer queries and manages reservations for our restaurant clients. Streamlines operations and improves customer service response times. Built to understand natural language queries about menus, availability, and booking preferences while maintaining a conversational, friendly tone.
Karrakki
An epic charity adventure where my friends and I are driving two Fiat Unos from Malta to Armenia and back! I built the project website to document our journey, raise funds, and share updates with supporters.
Spotify Podcast Topic Segmentation
Research project conducted at Stockholm University that automatically segments podcast episodes into topically coherent segments and generates short descriptive titles. Using Spotify's English-Language Podcast Dataset, we developed an end-to-end workflow combining TextTiling and TextSplit algorithms with T5, BART, and Pegasus summarization models. Our approach achieved significant improvements in podcast comprehension, with the T5 model producing summaries only 8% less relevant than human-written titles.
Stay Home Recipes
A video project with my father, Michael Diacono, during the pandemic. We produced daily recipe videos, with some reaching over 30k views.
More Coming Soon
Always building something new...