A fare is only one number.
Distance, time and costs tell the rest.
A native iOS app that makes trip economics easier to read.
Not another machine writing for you.
A listener that helps you find your words.
Guided conversations that keep the author in control.
Record. Listen. Notice one thing.
Then try again.
A private speaking-practice routine, built for iOS.
Not just an idea.
A product in people’s hands.
App Store Connect · July 2–September 29, 2026 (UTC). Verified September 30, 2026.
Period totals, not live counters. Downloads are not active users; purchase count is not unique customers.
5.0 / 5 · 6 ratings6 languagesUS App Store · September 30, 2026View the published app
I wanted speaking practice to feel small enough to repeat. 3mins starts with a short recording, then separates listening, watching and reading so you can notice one thing at a time.
A three-minute default, a one-minute warm-up and pause/resume. No score interrupting the recording.
Listen without the picture. Watch without the sound. Read the transcript. Choose one improvement.
Optional AI feedback works from text you choose to share. Recordings stay local by default.
Different problems. The same curiosity.
My path into technology started outside a computer science classroom. Economics, hospitality, healthcare and laboratory work taught me to notice the small frictions that shape someone’s day.
AI assisted development gave me a way to act on those observations. I use it as a tool while owning the product decisions, testing, debugging and the responsibility for what I ship.
Building real products also showed me what I still need to learn. I am deepening my understanding of data science, model evaluation and reliable AI systems, one project at a time.
Each part of my education and work taught me to look closely at systems, constraints and the people inside them.
York University · Quantitative economics, statistics and economic data.
Culinary Management, followed by Food and Nutrition Management.
Compliance, sensitive records, documentation and accountable service delivery.
Digital tracking and distribution of more than 8,000 items at Humber College.
Learning in public through released software, prototypes and assessed professional certifications.
Start with a real workflow. Find the friction before choosing the technology.
Turn the idea into something usable. Keep the scope clear and the human in control.
Test what happens, question assumptions and improve the next version.
Three assessed DataCamp certifications.
A foundation I’m putting into practice.
Professional learning credentials, not academic degrees or university credit.