Frederic Uhrweiller builds intelligent systems that people can trust.

University of Kassel · Intelligent Embedded Systems (IES) / Kassel, Germany

• Research on AI-driven forecasting for critical public infrastructure, improving forecasting accuracy with less data.
• Collaborate with industry partners on forecasting pipelines and algorithmic strategies under data-governance constraints.
• Supervise a Master’s thesis on transfer and continual learning for critical infrastructure and lead practical Machine Learning tutorial sessions.

Schumann · Financial Services · Credit Risk Management / Göttingen, Germany

• Coordinate stakeholder alignment, sprint planning, milestones and capacity for credit-risk platform delivery.
• Support delivery and adoption of system and process changes in regulated environments.
• Translate client requirements into functional specifications under EBA and BaFin requirements.

Schneider Electric / Germany & Denmark

• Defined product roadmap and vision; managed feature prioritization, backlog grooming and user-story creation in agile teams.
• Bridged stakeholder needs into architectural designs, leading to software that reduces virtual-commissioning time.

Fred Consulting OÜ · Own company / Bandung, Indonesia

• Implemented solutions for 6+ European SMEs, leveraging the latest technologies while ensuring data integrity and operational reliability.
• Achieved excellent customer satisfaction across engagements.

Schneider Electric · Software Solutions / Düsseldorf, Germany

• Advised industrial clients on software-transformation initiatives: needs assessments, target architectures, and change management from legacy to modern systems for 15+ customers.