Austria
I’m currently designing and building the heating automation software at Serwas, where we use the excess heat from computation to sustainably warm homes. My work focuses on ensuring that heating with Serwas is always economically optimized - factoring in computation revenue, electricity prices, and available solar power - while guaranteeing that homes stay comfortably warm. I also make sure users maintain full control when they want it, and that all systems meet high security and reliability standards. As a product-minded engineer, I deliver scalable, user-focused solutions. Experienced in leading projects and working in cross-functional teams, I blend technical expertise with product thinking to turn complex problems into impactful features. With hands-on experience in both project and product management, I'm skilled at aligning stakeholders, shipping fast, and communicating clearly. I thrive at the intersection of tech, product, and people. My personal interests include entrepreneurship, science podcasts, salsa dancing, ski touring, and triathlon.
Developing a robust framework for organization-wide adoption of GenAI agents across all functions. Projects and responsibilities include: - AI Agents - AI Agent Protocols - Speech to text - Information extraction from documents with changing layouts - Optical character recognition and information extraction - Cloud infrastructure - CI/CD - Software testing
Multiple genAI projects including but not limited to AI agents, chatbots, and document processing. Projects and responsibilities include: - RAG - Multi-agent systems, executing multiple actions - Optimization of information retrieval - Optimization of response times - Quality assurance of responses - Guardrails - Document processing - Detection and prevention of hallucinations - Model comparison - Prompt engineering - Disambiguation - Summarization
Data engineering consulting for multiple clients, from small start-ups to big governmental organisations. Projects and responsibilities include: - User telemetry system of a software product - Architecting in AWS - Production deployment - Cloud infrastructure - ETL job orchestration - Business match making in graph databases - CI/CD - Computer vision - API creation - Bot creation - Web application development
End-to-end ownership of product initiatives for a B2B platform enabling companies to measure greenhouse gas emissions and track energy consumption with precision. Additional responsibilities include: - Market research & customer discovery to validate needs and market fit - Translating user feedback and persona data to product requirements - Backlog management & product roadmap prioritization using MoSCoW - Go-to-market planning - KPIs - Crossfunctional collaboration - Data-driven decision making
Data Science Platform to fight financial fraud end to end. This includes: Data exploration, feature engineering, Spark job creation, model development, business rule creation, promotion to production, and monitoring. Additional responsibilities include: - Stakeholder management - Definition of fraud detection strategy for clients - Collaboration with Product team - Mentoring junior peers - Sales demos - Pre-sales engagements - Automation of internal processes
Became the cluster lead and coordinated multiple projects at the same time. Additional responsibilities include: - Scoping, planning, execution and monitoring of DS projects - Client communication from a DS perspective - Improving internal processes and best practises - Ad-hoc troubleshooting in unknown environments - Preparing and conducting client training - Facilitating technical sales - Leading agile DS ceremonies
Data Science with very large data sets (up to 6TB). Involved in multiple projects in the customer success team. Responsible for: - Data exploration / analysis - Feature engineering - Fine tuning Spark jobs - Model development - Optimizing business rules - Deployment and monitoring of ML solutions in production - Troubleshooting and debugging - Collaboration with clients on the above
Web Application to automate toll payments end to end: from capturing the license plate to final payment. Responsible for: - Optical Character Recognition with CNNs - Optimizing business rules - Integration into the web application - Automated software testing - CI/CD.