https://www.ateshakan.com/tags/python/Recent content in Python on Hakan AtesHugo -- gohugo.ioen© 2026 Hakan AtesFri, 10 Jul 2026 00:00:00 +0000https://www.ateshakan.com/projects/sportello/Fri, 10 Jul 2026 00:00:00 +0000https://www.ateshakan.com/projects/sportello/A self-hosted AI support chat that any website adds with one script tag: an iframe-isolated React widget streaming Gemini replies over SSE, designed and built solo in one week.https://www.ateshakan.com/projects/procedure-catalog/Wed, 01 Jul 2026 00:00:00 +0000https://www.ateshakan.com/projects/procedure-catalog/The authoring platform behind procedimentipa.gov.it, the Italian government’s public catalog of administrative procedures: AI workflows draft procedures directly from legislation, legal experts review and approve every one, and the approved catalog (~700 procedures today) is published for any citizen to read and search.https://www.ateshakan.com/projects/procedure-wiki/Tue, 10 Feb 2026 00:00:00 +0000https://www.ateshakan.com/projects/procedure-wiki/Compiles the procedures and laws behind procedimentipa.gov.it into an Obsidian-compatible markdown vault: a linked knowledge graph that people and LLM agents navigate by following links instead of re-running retrieval on every question.https://www.ateshakan.com/projects/graph-optimizer/Thu, 18 Dec 2025 00:00:00 +0000https://www.ateshakan.com/projects/graph-optimizer/An internal tool that treats prompts like weights. It runs a LangGraph agent over a golden dataset, scores every output with an LLM judge, then evolves the prompt text until the scores climb.https://www.ateshakan.com/projects/amfi-docs/Fri, 05 Dec 2025 00:00:00 +0000https://www.ateshakan.com/projects/amfi-docs/A web app that turns AMFI International’s Word templates into validated web forms, cutting document prep per participant from ~20 minutes to ~2.https://www.ateshakan.com/projects/ai-corsi/Thu, 10 Jul 2025 00:00:00 +0000https://www.ateshakan.com/projects/ai-corsi/An internal proof of concept built at Go Project: course editors upload their teaching material and get AI-generated study aids back — a two-host Italian audio podcast, quiz questions, and a streaming chat panel.https://www.ateshakan.com/projects/cv-search/Mon, 28 Apr 2025 00:00:00 +0000https://www.ateshakan.com/projects/cv-search/A self-hosted semantic search engine for CV/profile data. It replaced manual PDF skimming and keyword-only lookup with hybrid vector + keyword search, and the whole pipeline runs on local infrastructure so candidate data never leaves the network.https://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”.https://www.ateshakan.com/projects/redis-tensor-sync/Mon, 01 Apr 2024 00:00:00 +0000https://www.ateshakan.com/projects/redis-tensor-sync/An asynchronous websocket backend for the Breathment physiotherapy app that analyzes patients’ breathing and movement exercises from a live camera stream, in real time.https://www.ateshakan.com/projects/lung-xray-classification/Mon, 03 Jul 2023 00:00:00 +0000https://www.ateshakan.com/projects/lung-xray-classification/Course project for Human Data Analytics (University of Padua): an Xception classifier for lung disease in chest X-ray images, plus an ablation that measures what ImageNet pretraining is worth on a small medical dataset.https://www.ateshakan.com/projects/twitter-network-analysis/Thu, 01 Jun 2023 00:00:00 +0000https://www.ateshakan.com/projects/twitter-network-analysis/A research project for the Network Science course at the University of Padua: do sports brands genuinely spread eco-sustainable values on Twitter, or is it greenwashing?