Software Engineer · Full-Stack · ML · Android
B.A.Sc. Artificial Intelligence @ Deggendorf Institute of Technology
I gravitate toward the role of technical anchor — the person who makes sure things actually ship. Most of my professional experience is full-stack web (Next.js, Python, Docker), and on my own time I work on Android apps and ML systems. I'm comfortable owning architecture decisions and writing the boring-but-critical infrastructure, though I've been actively practicing not over-engineering early — scoping to the simplest thing that proves the idea before the abstractions show up.
These are the ones I'd actually walk you through in an interview.
| Project | Stack | What it does |
|---|---|---|
| 🌿 Zelara | Python, FastAPI, React, On-Device ML | Open-source productivity platform where all inference runs on-device. No user data leaves the client. |
| 🩻 CheXVision | Python, PyTorch, DenseNet-121, HuggingFace, Kaggle | Large-scale chest X-ray pathology detection on 112K NIH images. DenseNet-121: 0.8459 macro AUC-ROC; custom SE-ResNet: 0.8008. Results & slides · live demo. |
| ☕ Kaffeelisten | React, TypeScript, Vite, Supabase, Vercel | PWA replacing the paper coffee sheet at a coworking campus — 28 companies, 239 members, no login, sub-15-second logging. Automated monthly PDF + Excel reports via Vercel Cron. Pitch deck. Built at the B4Y3RW4LD Hackathon. |
| 🏫 THD Room Finder | Kotlin, Jetpack Compose, Room, Hilt | Native Android app showing free study rooms at THD in real time. MVVM + Clean Architecture, offline caching. Used by students. |
| 🗑️ Waste Sorting Assistant | Python, YOLO, PyTorch, Streamlit | Computer vision app helping international students in Germany sort waste correctly. Live demo. |
| 🚢 Titanic ML Platform | React, FastAPI, PostgreSQL, Docker | Full-stack ML platform with 5 Docker services, JWT auth, model training/inference, prediction history. |
| 🌍 iTravel | Kotlin, Google Maps, Material 3 | Android travel app with map discovery, GPS-validated reviews, weather/photo feeds, favorites & sharing. |
| 🏥 Project Apero | Python, Scikit-Learn, Rasa, Docker | ML-driven stroke risk estimation with analytics dashboards and a conversational assistant. |
Other projects (earlier work, learning projects)
- 🚂 Deutsche Bahn Delay Predictor — Supervised regression model predicting train delays from historical DB schedule data.
- 🤖 Devablos V2 — Full-stack chatbot with real-time WebSocket communication and OpenAI API integration.
- 📄 Document Conversion Solutions — Toolkit for format conversion across Python APIs, web frontend, and npm packages.
- 🦄 UNICorn — AI-powered university assistant.
- 🎮 WildForFood — Web-based Unity game built around rapid gameplay iteration.
- Developing Zelara — solving the architectural constraints of privacy-first, on-device ML
- Completed CheXVision — DenseNet-121: 0.8459 macro AUC-ROC on 112K NIH chest X-rays (results & slides)
- Preparing for a summer internship in software engineering
- Deepening my understanding of Kubernetes and container orchestration in production
Let's talk → alex.rudaev@outlook.com