Senior Machine Learning Specialist and Research Leader

12/2023 – 12/2025

• Designed and deployed an edge-ready 3D perception stack for warehouse object detection and navigation.
• Optimized the detection stack using TensorRT on Jetson Orin NX, achieving real-time performance.
• Integrated a DepthAnythingv2-based module, reducing depth latency from 1s to 50ms.

Forschung & Entwicklung

12/2023 – offen

• Advised TenderFix on transforming OCR-based workflows into RAG pipelines for enhanced document processing efficiency.
• Scoped architecture and developed a comprehensive rollout plan to streamline implementation.
• Delivered a VLM landscape review for Drizz.dev, providing actionable model and infrastructure recommendations.
• Designed a deep learning-based image culling strategy for Eventgraphia, outlining a high-level system and data plan.
• Advised TenderFix on transforming OCR-based workflows into RAG pipelines for enhanced document processing efficiency. • Scoped architecture and developed a comprehensive rollout plan to streamline implementation. • Delivered a VLM landscape review for Drizz.dev, providing actionable model and infrastructure recommendations. • Designed a deep learning-based image culling strategy for Eventgraphia, outlining a high-level system and data plan.

Kundenberater, Forschung & Entwicklung, Microstrategy

12/2022 – 12/2025

• Led the development of an Active Inference-based routing agent, enhancing obstacle avoidance capabilities.
• Optimized the planning stack, significantly reducing planning time from 7 minutes to 21 seconds.
• Developed a PyMDP-based saccading agent for active visual exploration, contributing to a peer-reviewed conference publication.
• Designed a 3D simulation pipeline in NVIDIA Isaac Omniverse for realistic evaluation of routing agents.

Lead Developer