PORTFOLIO 48.1351° N, 11.5820° E — MUNICH

Adam
Yahmadi

BasedMunich · TUM
FocusML · Optimization · Systems
DegreeB.Sc. Informatics
LanguagesDE, EN, AR, FR

Computer Science student at TUM, working across machine learning, scientific computing, and systems.

adam.yahmadi@tum.de · GitHub · LinkedIn · Résumé
01

About

I enjoy the gap between understanding how something should work and actually making it work.

Most of my work sits somewhere between math, software, and engineering. I've worked on vehicle optimization at TUfast, built simulation and motion-planning tools, and spent a lot of time figuring things out on my own. I enjoy taking an idea, turning it into something that actually runs, and seeing what happens when it meets real-world constraints.

Where it connects
Mathematics
Computation
ML · Optimization
Real systems
02

Experience & Education

SS 2026
Software: Python and Data Analytics
Data Mining Seminar · TU Munich
A comprehensive survey of Python's scientific ecosystem (pandas, NumPy, SciPy, scikit-learn). Examined how these libraries compose into a single iterative workflow spanning data preparation, modeling, and evaluation. Included a runnable Dash dashboard demonstrating an end-to-end analytical pipeline.
Read the paper Dash demo
WS 25/26
Motion Planning for Autonomous Vehicles
Chair of Robotics & Real-Time Systems · TU Munich
Engineered a computer-vision pipeline extracting road-user trajectories from drone footage into CommonRoad scenarios. Integrated TPH-YOLOv5 for detection, MobileSAM for segmentation, and implemented automated drivability validation checking for kinematic feasibility and collision avoidance.
Read the paper
2024–2025
Driving Strategy Engineer
TUfast Eco Team · TU Munich
Developed a solver-agnostic optimization framework to compute energy-optimal speed profiles for the lux025 solar vehicle (Bridgestone World Solar Challenge 2025). Modeled physical constraints including battery SoC, solar irradiance, and aerodynamic drag across interchangeable solvers (IPOPT, ALPSO, Gurobi).
2023–Present
B.Sc. Informatics
Technical University of Munich
Core coursework spanning data structures, computer architecture, autonomous systems, and advanced numerical analysis.
03

Selected Projects

04 Cache Simulator C++ · SystemC

Cycle-accurate simulator with direct-mapped and fully-associative caches, LRU eviction, and per-access gate count tracking.

05 wifi-to-qr Python · CLI

Terminal utility that detects the current active Wi-Fi connection and generates a scannable QR code for instant joining.

04

Toolkit

Languages

Python, C, C++, Java, JavaScript

Frameworks

PyTorch, TensorFlow, NumPy, OpenCV, FastAPI, Spring Boot

Infrastructure & Tools

Linux, Docker, Git, Proxmox

Focus Areas

Machine Learning, Scientific Computing, Optimization, Systems Programming