Curriculum Vitae

Senior Full-Stack Developer and ML Engineer with 8+ years of experience building enterprise applications (2x Red Dot Design Award, eLearning Award). M.Sc. from TUM with specialization in machine learning and computer vision. I’ve worked across the full stack, from 3D web platforms to AI surrogate models at BMW Group.

Work Experience

Research Engineer, Vehicle Dynamics AI (Master's Thesis)

BMW Group

2024 - 2025

Designed and deployed deep learning surrogate models (Transformers, GANs, Encoder-Decoders) to replace physical simulation in vehicle dynamics, with custom loss functions and modular training pipelines in Python/PyTorch.

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Independent Software Engineer

Freelance

2025 - Present

Building IoT-enabled hydroponics system with custom PCB and ESP32 firmware, and developing ML-based pedestrian trajectory prediction on surveillance video data.

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Senior Full-Stack & Lead UI Developer

straightlabs

2016 - 2024

Led full-stack development and UI/UX design for award-winning enterprise EdTech applications at BMW Group and Allianz, using Angular, Vue, React, Node.js, Kotlin, and Golang.

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IT Consultant & Full-Stack Developer

Frisch & Veg

2015 - 2022

Built e-commerce platform, web hosting, and process automation for a gastronomy business within tight budget constraints.

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Education

M.Sc. Informatics

TUM

2022 - 2025

M.Sc. in Informatics at TUM with focus on Machine Learning, Computer Vision, and 3D Geometry Processing. Thesis at BMW Group on AI-based surrogate models for vehicle dynamics simulation.

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B.Sc. Informatics

TUM

2017 - 2021

B.Sc. in Informatics from TUM. Strong foundation in algorithms, data structures, software architecture, and mathematics. Thesis on interactive 3D applications as progressive web apps.

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