End-to-end mechatronics and AI-enabled software solutions — from precision CNC algorithms to autonomous agent workflows — delivered on a flexible, project-based basis.
Four integrated service pillars — from AI-native applications and robotic systems to additive manufacturing. Concept to finished product.
Intelligence in code
AI-native applications, enterprise resource planning, autonomous agent workflows, and complex protocol implementation — software designed to make physical operations smarter.
Precision in the real world
Mechatronics design, robotics assembly and fine-tuning, embedded systems — engineering tangible solutions from concept to tested, functional hardware.
Where bits meet atoms
The intersection that defines this practice — CNC automation, precision hardware-software interfaces, robotic control systems, and IoT-connected physical infrastructure.
Scratchpad to finished product
A full-service prototyping hub — from a rough sketch or idea to production-ready prototypes using advanced engineering printers and materials. If you can imagine the part, I can build it.
Real-world engagements demonstrating the “Digital + Physical” overlap — where software directly improves physical outcomes.
ANCA CNC Machines
[VIEW_SITE]Closing the loop on precision manufacturing — I designed the high-fidelity data architecture that transforms sub-micron metrology into autonomous, 24/7 grinding intelligence.
Eliminating the 'Human Error Gap' in 24/7 precision manufacturing. Engineering a system capable of autonomously orchestrating tool movement between CNC grinders and metrology (ZOLLER) while applying sub-micron compensations in real-time without manual intervention.
Architected the mission-critical data interchange layer for AIMS AutoComp, standardizing GDX/CDX metrology integration and automating complex tool compensation via Extended Part Programming Language (EPPL). Engineered the high-fidelity synchronization protocols that enable autonomous, lights-out production cycles by bridging the gap between robotic handling (AutoFetch) and precision grinding software.
Glass Manufacturing Industry
Digital infrastructure built specifically for a physical industry — every feature maps directly to a real-world manufacturing constraint.
A glass manufacturing operation needed end-to-end digital infrastructure to replace fragmented manual processes across quoting, scheduling, inventory, and customer management.
Built a comprehensive web-based ERP from the ground up — handling the full manufacturing lifecycle from quote generation with automated material cost calculation through to production scheduling, barcode-driven inventory tracking, and financial reporting.
Interested in this system?
Request a live walkthrough of the platform and see how it can fit your operation.
ZECO Energy
Took a failing certification codebase and systematically drove it to full IEEE 2030.5 / CSIP-Aus compliance — building the autonomous control engine, notification infrastructure, and 30+ test orchestrators that now manage real grid-connected inverters across Australia.
The Australian energy market required fully compliant IEEE 2030.5 / CSIP-Aus software for managing distributed energy resources — solar inverters, batteries, and grid infrastructure. The existing utility server was failing QualityLogic certification with schema validation errors, broken notification delivery, and no automated test orchestration for the 30+ scenario compliance suite.
Took ownership of the compliance stack and drove it from failing certification to passing. Rebuilt the XML payload layer to meet strict IEEE 2030.5 schema requirements. Designed an autonomous event state machine that manages the full DER control lifecycle — scheduling, activation, and completion — with real-time push notifications to subscribed devices on every transition. Built dedicated orchestrator services for each SunSpec test scenario across four compliance categories (CORE, UTIL, BASIC, AGG), automating topology setup, control seeding, and timed event sequencing. Deployed on AWS with a live testbed dashboard for monitoring certification runs.
Two engineering degrees from the University of Melbourne — establishing the dual-domain fluency that defines this practice.
Mechatronics
Mechatronics
From enterprise manufacturing systems to personal AI operating layers — software built with intention and engineered for scale.
Personal AI-Integrated Operating System
A unified personal operating system that integrates AI agents, task management, knowledge graphs, and automation into a single command-layer interface. Built as a modular platform with plugin architecture.
A real-time technical journal managed by an AI Twin shadow agent. It monitors commits, drafts protocol deep-dives, and logs hardware iterations.
View all logsNo recruiters. No middle-men. A direct-to-client pipeline where you work with the lead engineer from discovery through delivery.
A quick technical deep-dive to assess feasibility.
We start with a focused 30-minute session to understand your system requirements, constraints, and success criteria. No sales pitch — just engineering.
No recruiters or middle-men.
You get direct access to the lead engineer from day one. Every conversation, decision, and deliverable comes straight from the person doing the work.
High-impact bursts with flexible scaling.
Work is delivered in focused sprint cycles with clear milestones. Requirements evolve? The scope adapts. You see working results every 1-2 weeks.
Choose the model that fits your operation.
Fixed-scope project quotes for defined builds, or an 'Engineer-on-Demand' hourly retainer for ongoing technical partnership. Both include full documentation.
