Skills & Experience

Technical expertise, educational background, and professional experience

Overview

I'm a Software Engineer and Full Stack Developer, fascinated by systems of all kinds: biological, social, technological. How they work, why they fail, how they solve information flow and how we might design better ones.

Since my B.Sc., I'm interested in data, models, and software engineering, ranging from data science and machine learning to full stack web development and cloud computing.

I work best with researchers—clarifying ideas, focusing on concrete use cases, and making results accessible.

Data Flows

Databases, ORM, ETL Processes

Process Modeling

Business & Knowledge related

Machine Learning

Deep Learning, Predictive Analytics

Business Analytics

Data-Lakes, Warehouses, Dashboards

Skills

Python Ecosystem

Python
Jupyter Notebooks
matplotlib & Seaborn
shiny & plotly
numpy
pandas
keras
pytorch
scikit-learn

Other Technologies

JS/TS
R
Julia
Git & CI/CD
SQL
MongoDB
Markdown & LaTeX
UML & Architecture

Languages

German (Native)
English (Fluent)

Professional Experience

Software Engineer (Founding Team)

Backwelltech, Berlin, Germany

Feb 2024 - Present

First software engineer in Berlin office, working directly with ML specialists to bring research into production. Built the engineering foundation from scratch and took on broad infrastructure and operations responsibilities as the company grew. - Established development standards where none existed: version control workflows, deployment pipelines, tech stacks, and cloud infrastructure - Own company-wide technical infrastructure: DNS, API key management, cloud accounts, and system administration - Built automation tooling for cross-functional teams, enabling marketing and operations to self-serve workflows - Evaluated and integrated AI-assisted development tools, becoming the team's technical resource for their adoption - Sole owner of a product initiative from concept through deployment, maintenance, and iteration based on user feedback
Full Stack DevelopmentDevOpsCloud ServicesDockerSupabasen8n

Intern and Working Student

Fraunhofer IEE, Kassel, Germany

Feb 2022 - Mar 2024

Developed a scientific Python package to implement a reinforcement learning environment for electricity trading. Design, implementation and benchmarking of model paradigm fitting data structures and algorithms ensuring optimal runtime performance. Took over responsibilities in data modeling, ETL pipeline design, database deployment, and HPC cluster orchestration.
Data ScienceReinforcement LearningEnergy SystemsPythonMachine LearningData EngineeringHPC

Education

B.Sc. in Business Information Systems

Technische Hochschule Mittelhessen

Oct 2018 - Mar 2024

Final Grade: 2.2 (78%) | 210 CP (7 Semesters) Thesis: "A Deep Reinforcement Learning Environment for the Limit Orderbook Intraday Electricity Market: Development and efficient Implementation" | Grade: 1,2 (92%)
Data ScienceReinforcement LearningEnergy SystemsPythonMachine LearningData EngineeringHPC
Winner of Karl-Heinz Lust Innovation Award 2024 (Digital Economy / Industry 4.0 / AI)
Download Thesis Exposé

Interests & Ambitions

Data Science and Machine Learning
Reinforcement Learning
Modeling of Processes and Data
Fundamentals and practice of programming
Evolutionary Algorithms
Graphs and Networks
TinyML and Edge Computing
Multi Agent Systems
Human-AI Collaboration
AI policy, safety and ethics
Game and Decision Theory
Market and Mechanism Design
Open Science and Reproduceability
Macro and Political Economy
Industrial Policy
Philosophy of Science and Language
Climate Change and Policy