286 people across 8 branches. Margin improved from 8% to 28%. Parts availability from 56% to 86%. Profit from $2M to $6M+. First CAT safety system deployed in the region. These numbers came from running real operations, not reading about them.
Featured in the initial speaker lineup for the 7th Annual Digitalisation & AI in Mining Australia Conference (Perth, 25-26 November 2026), alongside leaders in autonomous operations, AI governance, and the intelligent mine. View announcement ↗
First place at the CyberWest Hub and WA Office of Digital Government Hackathon (June 2026). Built Harmony, a solution at the intersection of AI and cyber security. The team set the direction and made the calls, an AI agent wrote the code, delivered in three days. We operated, the machine built. View post ↗
One of 5 finalists selected for the Coal'd Blooded Mining Dashboard Off (Feb 27, 2026). Given a broken dashboard and dataset, delivered a storytelling-led 7-tab executive dashboard with 3-month forecast and 45-second Remotion walkthrough video. Organized by Douglas Robertson. View post ↗
Reached the semi-finals, top 15 teams of 142 participants, at the VisagioX Hackathon in Perth (April 2026). Team VT Edge Case built an adaptive human-in-the-loop control concept for autonomous systems, a working product under time pressure. View post ↗
Site managers juggling three OEM portals to answer one question: is my fleet healthy? I've been in that room. This platform unifies fleet management, condition monitoring, and safety alerts into a single analytical layer. Command center, pulse dashboard, value architect, territory board.
Once an organisation runs more than a handful of AI agents, oversight becomes the bottleneck. Control Bridge is the operations console: a single screen to dispatch agents, watch live telemetry over Server-Sent Events, and route the dangerous moves through a human approval gate. Built on FastAPI, Docker, and Claude Code.
Running a regional operation means managing 50+ moving parts simultaneously. I did it for 11 years with spreadsheets. Now I built a system that does it for me: daily intelligence cycles, pipeline tracking, opportunity monitoring, network health. Same operational discipline, AI-scaled.
Procurement risk in mining is invisible until a supplier fails. By the time it hits your KPIs it's too late. This platform scores suppliers across risk, compliance, and spend anomalies before problems surface. Random Forest risk scoring, Isolation Forest anomaly detection, NLQ interface, 29 automated tests.
Professional networks decay silently. The people who can open doors drift away because nobody tracked the relationship momentum. KNIS applies physics to professional relationships: mass (seniority), velocity (recency), priority blend. Three implementations across Python, SvelteKit + FastAPI, and geocoded map visualization.
Interactive 3D globe mapping AI governance frameworks across all 8 Australian states and territories. Search, compare, and explore the regulatory landscape.