Software Engineer · Full-Stack · ML · Android
B.A.Sc. Artificial Intelligence @ Deggendorf Institute of Technology
Open to internship / working student roles
I build things that work in production — not just in notebooks. Most of my professional experience is full-stack web (Next.js, Python, Docker), but I spend a lot of my own time on Android apps and ML systems. I care about clean architecture, test coverage that actually catches things, and writing code that the next person can maintain.
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
Available for internship / working student positions from August 2026. Let's talk → alex.rudaev@outlook.com