https://www.ateshakan.com/tags/lightfm/Recent content in LightFM on Hakan AtesHugo -- gohugo.ioen© 2026 Hakan AtesWed, 20 Nov 2024 00:00:00 +0000https://www.ateshakan.com/projects/rec4dish/Wed, 20 Nov 2024 00:00:00 +0000https://www.ateshakan.com/projects/rec4dish/A recommendation system for restaurant menus that beat the random baseline 3.5× (Precision@5 31.8% vs 9.2%) and held cold-start users at parity. Built end-to-end on real customer order data during a six-month software-engineering internship at Dishup SRL, an Italian restaurant-tech startup, and delivered as my MSc thesis at the University of Padua — “A Hybrid and Adaptive Learning Framework for Personalized Restaurant Recommendations”.