Dublin, Ireland · Software Engineering Lead
Engineering leader for automation, AI, and operations.
Eight years building production systems in computer vision, optimisation, analytics, and LLM tooling — plus hiring and mentoring the engineers who run them.
~$0M
Annual savings from patented system
0%
Stoppage reduction at key bottlenecks
0+
Engineers interviewed and hired
0+
Long-term engineering mentees
//001—About
Background
and approach.
Production systems in Python — computer vision, optimisation, analytics, and LLM/AI tooling — for environments where deployment conditions, not the model, are the hard part.
As a lead, I hire, mentor, and run performance reviews, leading by example and building inclusive teams — while staying close to the work itself, from shop floor operators to executives.
🤖 AI-generated dossier
I asked Hermes Agent to google me and build a page from only what it could find and verify online — patents, papers, open source, and public records. No CV, no prompting. See what it found →
//002—Career
Aug 2017 – Feb 2026
General Motors
Software Engineering Lead
- ▸Patented computer-vision platform generating ~$500M in annualised savings
- ▸Optimisation systems reducing conveyor-line stoppages by up to 80%
- ▸Hired and onboarded 30+ engineers across junior to mid-senior levels
- ▸Long-term mentor to 15+ engineers targeting senior and staff roles
//003—Blog
Writing in public
//004—Independent Work
ScholarFlow
PausedAn LLM-powered research assistant that retrieves, evaluates, and synthesises academic literature — currently paused while higher-priority ventures are built.
Signal Lab
Paper tradingAn algorithmic trading research system combining systematic scanning (SMA-20, momentum, VWAP, MACD) with LLM-generated sentiment analysis and conviction scoring.
//005—Get in touch
Let's work together.
Send a message. I reply directly.
Best fit
Engineering leadership roles and focused collaborations
Response time
Usually within 2-3 days
Best next step
Send a message or book an intro call
What to include in the brief
- ▸What you're working on or hiring for
- ▸Relevant context — team, stack, timeline
- ▸What you'd like to discuss
- ▸Best way and time to reach you