What if software
could do this?
That question is behind everything I build. I explore what’s possible when you combine modern AI with real-world problems, then ship what I find.
Work
01Data Visualization↗
WFM Equilibrium
Interactive workforce management visualizer. Erlang C math, demand vs supply charts, call flow Sankey, and live particle simulation.
02AI + QA↗
QA Queen
Automates call centre quality reviews. Upload recordings, it scores them against rubrics and coaches. Built from lived experience.
03SaaS Platform↗
Conference Video Pipeline
Conference agenda → finished talking-head videos. Turns a week of production work into minutes.
04Fitness Intelligence↗
Forge Fitness
5+ years of Strava data → actionable patterns. Seasonal trends, year-over-year comparisons, real insights.
05WFM · Finance↗
Contact Centre Budget Lens
Shows what handled calls hide. Erlang C staffing model with live sliders — adjust abandonment, ASA, and shrinkage to reconstruct true demand and see the full three-layer cost the reported numbers never surface.
About
Most of this didn’t exist a year ago.
I build fast, learn publicly, and treat every project as a chance to push into unfamiliar territory. AI, SaaS, data viz, fitness analytics, emergency preparedness — if it’s a problem that interests me and nobody’s solved it well, I’ll take a swing.
Some of these tools serve real users. Some are just for me. The point is to keep making things and see what sticks.
StackNext.js · React · Vercel · Supabase · Claude AI
FocusAI-powered tools · SaaS · Automation · Data Viz
Day JobService Delivery Leader
Based inOntario, Canada
Updates
Mar 14, 2026
WFM Equilibrium LaunchedInteractive workforce management visualizer — Erlang C math, demand vs supply charts, call flow Sankey, and live particle simulation.
Mar 11, 2026
QA Queen LaunchedAI-powered call centre QA — transcribes and scores interactions against rubrics. Batch processing, coaching insights, PDF exports.
Mar 5, 2026
Conference Video Pipeline LaunchedConference agenda → polished talking-head videos in minutes, not weeks.
Feb 19, 2026
Snap & Track ReleasedPhoto → calories → tracked. AI meal tracking with visual dashboards and goal progress.
Feb 8, 2026
Emberwood LaunchedInteractive fiction experiment in the Lab.
Jan 30, 2026
Forge Fitness Launched5+ years of Strava data turned into seasonal trends and actionable insights.
Got a problem worth exploring?
Whether you need something built, want to collaborate on an idea, or just want to talk shop — I’m always up for an interesting conversation.