- 🔭 I'm currently working at WSAudiology as a Student Programmer, focusing on DevOps and AI tooling
- 📚 I'm pursuing an MSc in Computer Science and Engineering at DTU
- 🚤 I'm on the software team of Float Forward DTU: Building simulation environment and AI monitoring dashboard (repo)
- 🛰️ Previously: HMI software at Same Deutz-Fahr and satellite test tooling at Thales Alenia Space
- 📫 How to reach me: sorgiovanni60@gmail.com
- 🥗 Macros: self-hosted app to plan meals around daily macronutrient targets. Set your weight and daily protein, carbs and fats, pick a recipe for each meal, and the app works out how many grams of each ingredient to eat to hit that meal's targets; log extras and see the kcal left for the day.
Go REST API with a non-negative least-squares portion solver, static HTML/JS frontend behind nginx, Docker Compose, running on a Raspberry Pi; CI/CD with GitHub Actions builds arm64 images to GHCR and deploys over Tailscale. - ⚽ Foosball DTU (contributor): foosball has been my passion since I was a kid, so I joined this ELO ranking app for the foosball players at DTU, made to finally settle who the GOAT is (live site).
I helped redesign the UI and the ELO rating logic, and developed the new backend deployment on a local server. Go (Gin) REST API with Supabase auth, React + TypeScript + Tailwind frontend on GitHub Pages, Docker images on GHCR deployed with GitHub Actions. - 🎨 Chromify: brings black-and-white photos back to life. Upload a grayscale image and a U-Net + GAN model (PyTorch) returns a colorized version.
Full MLOps pipeline: FastAPI inference service, React/TypeScript frontend, Docker, data versioning with DVC on Google Cloud Storage, container builds on Google Cloud Build and CI with GitHub Actions. - 🎯 TrackShot: real-time ball detection and tracking on the edge. A custom-trained YOLOv8n model, INT8-quantized to TensorFlow Lite, runs directly on an ESP32-S3 microcontroller, reading frames from its onboard camera.
Training with Ultralytics + Hydra configs; on-device inference in C++ with ESP-IDF and TFLite Micro.