SkAIwalker Consulting
Unlock the full potential of your microscopy data with expert consulting in imaging, workflow optimization, and AI-driven analysis.
From Slide to Insight
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End-to End Consulting for Biotech and Academic Research
Meet the mind behind SkAIwalker

SkAIwalker Consulting starts with a person — Lukas Kristoffer Schwarz
After 10+ years in microscopy and image-based research, Lukas knew one thing: incredible data often gets lost in translation between the lab bench and the screen.
So he founded SkAIwalker Consulting — not as another faceless agency but as a personal mission to help biotech teams and research labs make sense of their images, workflows, and protocols.
From choosing the right stain to training your team, debugging experiments, or applying AI to your imaging data, Lukas is the person you want in your corner.
He’s been in your shoes. He speaks both biology and tech. And he’s here to make sure your research doesn’t just look good under the microscope but works.
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When nothing works, SkAIwalker troubleshoots staining and experimental issues.
Protocol
Rescue

SkAIwalker helps you to build the right imaging system from hardware to workflow.
Imaging Infrastructure Setup

Turning images into numbers using machine learning tools.
AI-Driven Image Analysis

SkAIwalker trains your team to master imaging and analysis on their own.
Training & Knowledge Transfer
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