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.

Industry field of expertise

Languages

English
Fluent

Workplace preferences

Can work on-site

Krakow (up to 50km)

Inspectron AG
Staff Computer Vision Engineer
INTERNET OF THINGS (IOT)
September 2018 - Today (7 years and 10 months)
Krakow, Poland
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
DIGITAL AND IT
September 2015 - September 2017 (2 years)
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