Lab

Current technical experiments and engineering notes.

A living area for hands-on work across AI workflows, forms, local infrastructure, MQTT automation, robotics, IoT, and computer vision.

Experiment

AI form and document generator

Experiments around turning operational documents into structured forms and workflow data.

  • AI
  • document parsing
  • dynamic forms

Experiment

Dynamic form builder experiments

Form-building workflows for operations, inspections, approvals, and record capture.

  • Forms
  • JSON schemas
  • workflow UX

Experiment

Local LLM experiments

Running and evaluating local models for private technical workflows and automation support.

  • LLM
  • local inference
  • ARM server

Experiment

Home ARM server

Self-hosted infrastructure for learning, services, automation, and deployment experiments.

  • Docker
  • Linux
  • networking

Experiment

MQTT automation

Practical event-driven messaging experiments for IoT and operational technology integration.

  • MQTT
  • Python
  • FastAPI

Experiment

ESP32 OTA

Device update and edge automation experiments for connected hardware workflows.

  • ESP32
  • OTA
  • IoT

Experiment

ROS2 learning

Robotics learning track focused on automation integration and practical control flows.

  • ROS2
  • robotics

Experiment

Computer vision

Vision pipeline experiments for operational intelligence and inspection workflows.

  • Python
  • YOLO
  • dashboards