Projects

Reinforcement Learning
Multi-Agent Systems
Game Theory
Python
PyTorch
Financial modelling

Bachelor Thesis in Multi-Agent Reinforcement Learning

2023-05 - 2023-10, TUM

- Investigated multi-stage oligopoly model, deriving new analytical Nash equilibrium

- Demonstrated convergence of reinforcement learning algorithms to analytical equilibrium strategies

- Discovered and verified new approximate equilibrium in multi-stage oligopoly

- Grade: 1.0

Rust
Data Science
Rust
Data Integration

Probabilistic data integration engine

2022-10 - 2023-05

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Development of a data integration that can work with probabilistic data sources in Rust

React
Postgresql
Docker
Kubernetes

Huddle

2021-06 - 2023-09, TUM

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Founding of a student group developing a platform that allows students to find their next student group

Drones
Auctions
Decentralized Systems

Collaborative Drone Interactions

2021-09 - 2021-09, Ferienakademie

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Participation in the Decentralized Drone Interactions Team of the Ferienakademie, investigating the decentralized deployment of drones with a focus on automated auctions

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Simulation
Probability Theory
Web App

Covid Simulation

2020-12 - 2021-01

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Monte-Carlo estimation of covid infection risks based on contacts

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CAD
Aerospace
Engineering

H7-Jet

2018-06 - 2020-06

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Design of a flying-wing radio-controlled plane from the ground up

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Aerospace
Engineering
C++
Arduino
PlatformIO

Flight Data Telemetry for RC Airplanes

2019-07 - 2020-06

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Development of hardware and software necessary to get live data from an RC plane to a laptop

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Python
Tensorflow
Keras
Aerospace
Engineering

AI-Autopilot

2020-06 - 2020-08, BWKI

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Development of an AI-based autopilot prototype in a team of four

C++
OpenCL
WebAssembly
Emscripten
Javascript
Neural Networks

ANN-Modules

2019-09 - 2020-06

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Development of a custom library to flexibly build neural networks; experimenting with GPU acceleration; porting to WebAssembly

C++
Arduino
PlatformIO
Engineering

SPMSatRx

2020-06 - 2020-07

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Arduino/PlatformIO library to interface Spektrum satellite receivers

Java
Simulation
Eclipse

Economy Simulation

2018-07 - 2019-07, Gymnasium Mainz-Oberstadt

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Development of a simulation of a simple economy, modeling the production and the consumption of goods, special focus an a custom PriorityQueue

Participation in HLSL, a program encouraging young students to do their own research projects