Personal engineering lab
The Labs @ Milchuck.com
Personal experiments, technical notes, fabrication ideas, software tools, infrastructure projects, and engineering curiosities.
Featured builds
Projects On The Bench
A small index of software, infrastructure, fabrication, and systems experiments.
Featured Multi-Camera Vision & Point Cloud Experiments
Personal experiments with multi-camera vision, depth sensing, point cloud alignment, calibration, and spatial measurement workflows.
Featured Modular Tooling & Motion Concepts
Generalized mechanical design notes around modular tooling, motion systems, fixture concepts, and fabrication-first prototyping.
Current experiments
Active Signals
A few active project threads from the notebook, pulled from the project archive instead of hard-coded placeholders.
Vision Systems
Multi-Camera Vision & Point Cloud Experiments
Personal experiments with multi-camera vision, depth sensing, point cloud alignment, calibration, and spatial measurement workflows.
Open threadAutomation
Home Automation, Cameras & Local Monitoring
Personal experiments with camera systems, sensor workflows, local monitoring, event detection, dashboards, and practical automation.
Open threadInfrastructure
Local AI & Linux Infrastructure Lab
A personal Linux-based lab environment for experimenting with local AI models, containers, development tools, and repeatable infrastructure setup.
Open threadLatest notes
Lab Notes
Short-form technical observations, experiments, and build logs.
U.S. Drone Readiness and Counter-UAS Reality
A high-level note on drone capability, homeland counter-drone limits, distributed sensing, and infrastructure awareness.
NPU vs TPU: Practical AI Hardware Notes
A practical breakdown of NPUs, TPUs, GPUs, and edge AI hardware from an engineering and infrastructure perspective.
Archive
Patent Notes
A structured place for public patent references, invention history, and generalized technical summaries.