I'm Allan.
I build things.
Then I keep learning.
I'm an engineer who builds practical tools, experiments with AI, and shares what I learn. This is my personal website, not a company portfolio.
SIX WAYS IN · Choose an object. Follow the curiosity.
Six objects. Six rabbit holes. Select one to see what I'm building.
Or browse all projects ↓Four things I’m
building and exploring.
A meeting companion, a weather experiment, and a separate logistics venture. Each page distinguishes the real project from the fictional browser examples you can explore here.
MeetingIQ
Desktop prototypeA Windows meeting companion with Question Radar and sourced Answer Assist. Try a fictional meeting here and read how the desktop prototype works.
Try the MeetingIQ demo ↗PrecipIQ Lab
Research experimentAn independent weather intelligence site with issued forecasts, verification history, and a separate fictional demo.
Explore PrecipIQ and its live website ↗NTK Logistics
Business ventureA separate logistics venture exploring dependable delivery and accountable handoffs.
Explore the venture ↗SkillVaultIQ
Personal software projectOrganize reusable AI skills, keep track of versions, and explore a private-first approach to sharing your own work.
Explore SkillVaultIQ and its live website ↗Things I'm
thinking about.
Selected posts from my LinkedIn, in my own words. The links take you straight to the original conversations.
Choosing the right AI tool
Not every challenge needs the same kind of agent or assistant.
Read original ↗Why automate repetitive tasks?
Some of the best ideas start by questioning what we're still doing manually.
Read original ↗From One Agent to Many
When solving the problem becomes about cooperation, not just one prompt.
Read original ↗AI usage is engineering data too
What consumption can teach us about value and better systems.
Read original ↗This is a curated publication, not an automatic feed. See more on LinkedIn ↗ · Explore the searchable Notes archive ↗
Hi, I'm Allan.
I like figuring things out.
I've spent much of my career keeping systems dependable. These days, I'm also building with AI and asking the same question I always have: does this actually help?
I enjoy taking an idea apart, understanding what could go wrong, and then trying to build something useful. MeetingIQ started with a simple frustration: the best question often comes to mind after the meeting has ended.
Outside the screen, there's family, soccer weekends, time on the water, and always another idea I'm tempted to tinker with. This website is a place to share some of those projects and what I learn along the way.
How I approach building: Stay curious. Check the evidence. Keep a human in the loop when the stakes matter.
Confidence isn't evidence.
A reminder I bring to my engineering work and AI experiments.
This site is a
work in progress.
So am I.
Come back for the next experiment. Or take a look around and discover something unexpected.
Back to the top ↑Building something interesting?
I'd enjoy hearing what you're working on.
Connect with me on LinkedIn ↗