Description

I help manufacturers automate quality inspection with computer vision. For seven years at Inspectron AG I've led 20+ industrial CV projects end-to-end — from requirements and hardware selection through firmware, vision pipelines, and on-site deployment in Swiss factories. My platform Hawkeye Vision now powers ~80% of the company's deployed inspection systems, replacing 6-person manual inspection teams with one operator working under one hour a day, at 99.9% recall or better.

I work across the full stack of industrial CV: custom smart cameras on Xilinx SoCs, recipe-driven recognition engines, YOLO model training, anomaly detection with PatchCore for parts you have no defect samples for, and the tooling that lets non-programmers run all of it. I'm comfortable in .NET, Python, OpenCV and PyTorch, and equally happy spending a week debugging a model or a week soldering and writing firmware.

Bring me your defect-detection, measurement, or counting problem — especially the ones where AI "doesn't work because we have no defect samples", the production line isn't ready, or the hardware can't run a GPU. Those are the ones I enjoy most.

Domaines d’expertise

Langues

Anglais
Capacité professionnelle complète

Préférences en matière de lieu de travail

Accepte de travailler sur site

Krakow (jusqu’à 50 km)

Inspectron AG
Staff Computer Vision Engineer
INTERNET DES OBJETS
septembre 2018 - Aujourd'hui (7 ans et 10 mois)
Krakow, Pologne
Sole technical lead on 20+ full-cycle computer vision projects at Inspectron AG — requirements gathering, technology selection, architecture, hardware, firmware, vision pipeline, UI, and on-site deployment. Designed and built Hawkeye Vision, Inspectron's core inspection platform now powering ~80% of company projects. Spans custom smart-camera hardware (Xilinx SoC + Sony image sensor), a recognition engine with a flexible recipe system and plugin architecture, cross-platform UI, and tooling for YOLO model training. Key results: 99.9% recall or better across deployed inspection systems; typical project replaces a 6-person manual inspection team with a single operator working under 1 hour per day; 5+ IoT devices in production across Swiss manufacturing facilities.
Terra Software
Senior Software Developer
AGENCE & SSII
septembre 2015 - septembre 2017 (2 ans)
Computer vision and document processing platform — fully remote engagement with a Texas-based client.

- Maintained and extended the company's proprietary CV / document-processing platform.
- Built visual tooling that let non-programmers configure processing pipelines themselves, removing developers from the day-to-day setup loop.
- Diagnosed and fixed long-standing bugs that had survived in the codebase for years.
- Delivered CRM integrations for client deployments.

Tech: .NET, C#, computer vision / OCR pipelines.
Computer Vision .NET