Manufacturing automation · Embedded systems · Networks · Industrial repair

I don’t stop until the problem is solved.

I combine software, electronics, networking, fabrication, product development, and hands-on diagnosis to build practical systems that work outside a slide deck.

35 clickable project pages15 projects with current media3 recovered web properties
Universal cable testerNetCrate field connectivity systemResidential renovationVending motor encoder replacement work

I move across disciplines until the whole system makes sense.

A problem may begin as a wiring fault, become a firmware issue, require a fixture, expose a mechanical constraint, and finish as a better process. The value is not pretending those layers are separate.

Open the project. Inspect the problem, process, iterations, result, and evidence.

View all work →
Universal Cable Tester
Manufacturing AutomationWorking prototype

Universal Cable Tester

A configurable production-floor tester for continuity, pin mapping, intentional opens, branched cables, Ethernet, and generator/stator harnesses.

Arduino Uno4× CD74HC4067SSD1306 OLEDC/C++
Open case study
NetCrate 1.2a
NetworkingField deployed

NetCrate 1.2a

A rugged portable emergency internet kit combining Starlink compatibility, three-carrier cellular support, isolated Wi-Fi networks, and battery-backed operation.

Raspberry Pi 5SIM7600G-HLinuxNAT64/CLAT
Open case study
AeroHive Sentinel — Air Bio-Load
ResearchFabricated PCB prototype / grant-stage research

AeroHive Sentinel — Air Bio-Load

An airborne biological-load sensing platform developed through PCB design, prototype fabrication, and an NIH R03 research pathway.

Air samplingBiosensingEmbedded systemsResearch design
Open case study
Residential Renovation
FabricationCompleted major renovation

Residential Renovation

An owner-led whole-house renovation combining demolition, repair, drywall, paint, flooring, trim, ceilings, stairs, electrical work, and project sequencing across multiple rooms.

CarpentryDrywallPaintElectrical repair
Open case study
Vehicle Repair & Rebuild Work
Industrial RepairOngoing

Vehicle Repair & Rebuild Work

Hands-on engine, timing, CVT, electrical, suspension, front-end, and return-to-road repair work across multiple salvage and high-mileage vehicles.

Automotive diagnosticsEngine repairTransmission workElectrical
Open case study
BeeDI Cloud
SoftwareLive product / in development

BeeDI Cloud

A live hosted retail EDI portal that turns 850, 855, 856, SSCC-label, BOL, 810, and 997 workflows into a guided process for smaller suppliers.

PHPPythonStreamlitOllama
Open case study
Vending Motor Encoder Replacement Module
Embedded SystemsWorking bench prototype / reverse engineering

Vending Motor Encoder Replacement Module

A replacement feedback module for a vending motor assembly, built by separating motor power from position sensing and decoding the existing feedback channels.

ArduinoHall / position feedbackTwo-channel state decodingVending motors
Open case study
Boat Revival & Interior Rebuild
Industrial RepairRunning project

Boat Revival & Interior Rebuild

A low-cost fiberglass boat revival combining title and trailer logistics, marine troubleshooting, interior panel fabrication, upholstery, trim restoration, and return-to-use work.

Marine systemsOutboard troubleshootingInterior panelsUpholstery
Open case study
Rust+ Companion Display
Embedded SystemsConcept / UI prototype

Rust+ Companion Display

A standalone ESP32 display concept for Rust+ information, maps, alerts, and companion features.

ESP32Game APIsTouch UIProduct validation
Open case study

Live products and recovered domains.

How I attack a technical problem

01

Understand the system

Trace the real workflow, interfaces, constraints, failure modes, and people using it.

02

Build the smallest useful test

Measure, isolate, prototype, and turn assumptions into evidence as quickly as possible.

03

Iterate without ego

Version one is allowed to fail. Every failure should narrow the search space.

04

Make it usable

Finish the enclosure, interface, documentation, deployment path, and support workflow.

One builder. Multiple layers of the stack.

EmbeddedArduino, ESP32, sensors, multiplexers, displays, I2S, firmware
ManufacturingFixtures, cable testing, quality control, assembly, process improvement
NetworkingLinux gateways, multi-WAN, cellular, Starlink, routing, field deployment
SoftwarePHP, Python, JavaScript, web applications, local AI tools, APIs
IndustrialElectrical diagnosis, vending systems, vehicle repair, welding, fabrication
ProductResearch, prototyping, packaging, pricing, outreach, procurement, operations

Give me the system that keeps failing.

I will learn it, isolate the problem, build the test, and keep moving until there is a practical answer.

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