Tim Mudford
Applied AI and technology leader
I help organisations turn unclear technology and AI opportunities into working systems, stronger teams, and practical business outcomes.
Background
I've spent my career building technology that has to work in the real world: software products, data platforms, connected devices, and applied AI systems. I've worked as an engineer, an architect, and a technology leader, often at the same time.
Most recently I led technology at BioLumic, an agricultural biotechnology company, where the work spanned machine learning, scientific data, hardware, and the teams that brought them together.
That mix is the point. Real problems rarely sit neatly inside one discipline. I'm comfortable moving between a board conversation, an architecture diagram, and a pull request, and I'm good at explaining each one to the people in the others.
I'm based in New Zealand and work with organisations here and around the world.
Where I spend my time
Technology leadership
Leading engineering, data, and product teams through growth, ambiguity, and change.
Applied AI
Machine learning and LLM systems built for real decisions, with evaluation and safety designed in.
Systems that touch the physical world
Hardware, sensors, IoT, and the software that makes them useful.
Product building
Taking ideas from first sketch to products people rely on.
- Applied AI
- Software engineering
- Data
- Systems architecture
- Product engineering
- Hardware and IoT
- Automation
- Technology leadership
How I work
Start with the problem
Technology choices come after we understand the business, the people, and the constraints.
Show working things early
Prototypes, spikes, and demos beat long documents for building shared understanding.
Stay honest
If something isn't worth doing, or I'm not the right person, I'll tell you.
Leave you stronger
Documentation, mentoring, and handover are part of the work, not an afterthought.
Why work with me
Most problems need someone who can see the whole picture and still get into the detail.
Senior enough to lead.
I've led teams and complex programmes, and I can take ownership of the hard parts.
Technical enough to build.
I still write code and design systems, so advice is grounded in how things actually get made.
Commercial enough to connect it to outcomes.
Every technical decision is tied back to cost, risk, and what the business needs.
Practical enough not to over-engineer.
The simplest thing that works, built well, with room to grow.
Comfortable with ambiguity.
Unclear starting points are normal. Turning them into a plan is the job.
Independent or embedded.
I can deliver on my own or work inside your team, whichever serves the work.
Clear about complicated things.
I explain technology so leaders can make good decisions, without dumbing it down.
Have a technology or AI problem worth solving?
A 30-minute conversation. No pitch, just an honest view of whether and how I can help. Or talk to Maya, my AI guide, right now.