fig. 03 — Work
Selected projects, certificates and courses in AI, Data Science and Data Engineering.
Machine Learning · Sensor Data
Condition monitoring of hydraulic systems in agricultural machinery: classifying valve health from multivariate sensor data — with an honest, leakage-free evaluation.
Data Engineering · Analytics
Bachelor thesis turned production tool: a global dashboard for analyzing and optimizing sales opportunities in the agricultural machinery sector.
DeepLearning.AI · Course
Andrew Ng's foundational specialization: supervised and unsupervised learning, neural networks, tree ensembles and recommender systems.
Building and orchestrating multi-agent LLM workflows with CrewAI — from tool use and guardrails to tracing and production deployment.
Artificial Intelligence
Corporate training certificate on generative AI fundamentals and practical AI applications, issued by AGCO Corporation (2025).
Data Engineering
Corporate training certificate on data engineering foundations — ETL, pipelines and data processing — issued by AGCO Corporation (2025).
freeCodeCamp · Web Development
freeCodeCamp certification covering core JavaScript, classic algorithms and fundamental data structures.