I like turning ideas into working systems.
I'm studying Electrical Engineering & Information Technology (B.Sc.) at TUM in Munich. I've been building hardware and software since I was 10. I started with C, moved to Python, and then to machine learning.
The direction I'm going in: running ML models directly on small chips, and later designing the chips that run them. Digital IC design, computer architecture and AI hardware.
Open to Werkstudent, HiWi and internship roles in digital design, embedded ML and AI hardware in Munich.
Gestura. A glove that reads finger movement. Currently getting the gesture model to run on the microcontroller itself.
Tiny Tapeout. Learning Verilog to take my first small digital design to a real chip.
The Workbench. My portfolio, built as an interactive 3D desk.
Oldest first.
IC Calculator. My first real hardware build. A calculator made from two ICs, a binary counter and a clock generator, wired by hand.
Coilgun. An electromagnetic coilgun with built-in velocity measurement.
DIY Flipper Zero. One board with a CC1101 sub-GHz radio, a PN532 NFC reader, an IR stage, an OLED and SD-card logging. Tested on our school's cafeteria cards and IR devices, with permission.
Stratoflights. School stratosphere balloon project. I'm responsible for all the onboard electronics: sensors, power supply and data logging.
ML projects. Regression and classification with XGBoost, Random Forest and MLPs, and time-series forecasting of CO2 data with SARIMAX. Tuned with GridSearchCV.
Claude Usage Display. An ESP8266 with an OLED that shows my live Claude token usage and when the limit resets.
Datasheet → Register Map. Reads a chip's datasheet PDF and generates a register map and a driver from it.
Gestura (capstone). Six IMUs on a glove: a XIAO nRF52840 Sense plus five MPU-6050s on an I2C mux, fused with a Madgwick filter and streamed over BLE to a web dashboard with a 3D hand model. Next step is training the gesture model and running it fully on the microcontroller, so the glove turns gestures into text on its own.
Tiny Tapeout (next). Taking a small digital design all the way to fabricated silicon.
Embedded
ML
Web
Learning
Abitur 1.4 (Maths, Physics, Chemistry). Olympiad participant in maths, physics and chemistry. DPG, DMV and GDCh prizes, Ferry-Porsche-Preis, e-fellows scholarship. CS50x.
Outside of engineering: licensed table tennis coach (DTTB), still training most weeks. Chess and strength training.