AI products, shipped with confidence
Based in Germany with 10+ years across consulting, media, and semiconductor industries. I deliver ML systems, RAG applications, and data platforms with measurable impact, backed by strong MLOps and stakeholder alignment.
What I deliver
From discovery to deployment, I build reliable, traceable, and cost-efficient AI systems.
AI/ML Solutions
Recommendation engines, churn prediction, anomaly detection, and forecasting.
Data Platforms
Modern pipelines, warehousing, and analytics layers with governance built in.
DevOps + MLOps
CI/CD for ML, reproducible training runs, monitoring, and rapid rollbacks.
RAG + Agentic AI
GPT-4 powered RAG apps, vector search, and multi-agent workflows.
Visualization + Storytelling
Dashboards and narratives that help teams act on data with confidence.
Product Leadership
Roadmaps, stakeholder alignment, and measurable delivery outcomes.
Featured projects
Selected work that demonstrates end-to-end delivery and business impact.
Recommender System
Hybrid models with GPT-4 explainability; 70%+ hit rate across 5 industries.
Employee Churn Prediction
XGBoost with 50+ features and LLM sentiment signals for proactive retention.
Demand and Supply Forecasting
AutoTS and reconciliation; 20% higher accuracy over manual planning.
End-to-end delivery
Structured delivery that aligns stakeholders, reduces risk, and accelerates launch.
Lets build your next AI product
Open to full-time roles, consulting, and collaborative projects.