https://www.ateshakan.com/projects/Recent content in Projects 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-agent/Thu, 07 May 2026 00:00:00 +0000https://www.ateshakan.com/projects/procedure-agent/A human-gated AI editing system for Italian administrative procedures. An LLM agent drafts changes grounded in the legislation that justifies them; nothing reaches the official record without an officer’s approval.https://www.ateshakan.com/projects/dopple-registry/Fri, 01 May 2026 00:00:00 +0000https://www.ateshakan.com/projects/dopple-registry/A gift registry where friends and community chip in small amounts toward what a child needs, and partner organizations match what they give. Live at reg.thedopple.com, part of thedopple.com. I was hired as consulting tech lead mid-build and took it to production.https://www.ateshakan.com/projects/md-italia/Sun, 15 Mar 2026 00:00:00 +0000https://www.ateshakan.com/projects/md-italia/One source of truth for Italian public-administration procedures: experts write each procedure as a single Markdown file in a purpose-built editor, and a custom renderer turns that same file into the public portal’s accessible page — removing the manual step where an editor re-entered every report into the platform’s forms. Hundreds of real procedures have been rendered through it; deployment to the live portal is the step in front of it.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/erms/Tue, 15 Apr 2025 00:00:00 +0000https://www.ateshakan.com/projects/erms/A full-stack records-management app built for the Italian protocollo informatico model — Italy’s legally mandated document-registration regime: every company document is registered with a sequential protocol number, fingerprinted and encrypted, and each day’s registrations are sealed into a hashed daily register that makes after-the-fact tampering detectable.https://www.ateshakan.com/projects/car-graveyard/Sat, 15 Mar 2025 00:00:00 +0000https://www.ateshakan.com/projects/car-graveyard/A mobile app that puts Italy’s authorized car demolition yards on a live map and gets a driver to the nearest one in two taps.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/ps-router/Fri, 01 Nov 2024 00:00:00 +0000https://www.ateshakan.com/projects/ps-router/A local Electron bridge that lets Dishup’s cloud POS print fiscal receipts on the restaurant’s LAN thermal printers, which a browser cannot reach on its own.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/washbee/Sat, 01 Jul 2023 00:00:00 +0000https://www.ateshakan.com/projects/washbee/A subscription-based backend for laundry companies: one multi-tenant API where each company manages its own customers, per-unit services, and orders.https://www.ateshakan.com/projects/image-colorization/Thu, 22 Jun 2023 00:00:00 +0000https://www.ateshakan.com/projects/image-colorization/A Pix2Pix-style conditional GAN that colorizes grayscale CIFAR-10 images by predicting only the a/b chrominance channels from lightness. Course project for Neural Networks and Deep Learning at the University of Padua.https://www.ateshakan.com/projects/clwa/Thu, 01 Jun 2023 00:00:00 +0000https://www.ateshakan.com/projects/clwa/A server-side Java web application for running a co-living business, where tenants book rooms and file complaints and managers organize events. Group homework for the Web Applications course, University of Padua, A.Y. 2022-2023.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?