Opinions vs. Reps: How I Actually Started Learning AI
I had opinions about AI. I didn't have reps. Here's what it took to close that gap and what it means for the kind of work I do.
ai engineering learning
Hi, I'm Freddy 👋
I'm a christian, software engineer and bassist based in Montreal, Canada. I work on financial systems and data reliability, and I love exploring new technologies. This is my corner of the internet where I document my journey in tech, music, faith, and life.
Recent Posts
View all →Featured Projects
View all →Band Availability System
A modern web app for managing worship team availability with smart coverage analysis, PWA support, and Supabase backend.
Next.js TypeScript Supabase Tailwind CSS
Sola - Bible Reading App
A mobile-first PWA for collaborative Bible reading with groups, streaks, reading plans, and real-time activity feeds.
Next.js TypeScript Prisma Supabase Tailwind CSS
Novu — MailerSend Provider
Open source contribution to Novu (37k+ ⭐), adding the MailerSend email provider with full implementation, tests, and documentation.
TypeScript Node.js Jest
