Selected work

Education

EduGaa

Live

Built the product from an unregistered domain to a live platform: the pipeline ingests raw study material and generates notes, flashcards, and adaptive practice questions tuned to how each student learns, backed by an AI tutor for follow-up questions.

• AI pipeline
• Cloud infrastructure
• Full-stack

Shipped as a complete product, domain to launch.

Manufacturing

Empire Welding & Machining

Live

Ran advisory sessions and hands-on training for leadership and floor staff, then designed and built a new site and integrated AI-assisted workflows into day-to-day operations.

• AI advisory
• Staff training
• Web design

Team trained, new site live, AI workflows in daily use.

Public & non-profit

StimuliZ Digital

In development

Delivered a mobile wallet with issuer/verifier infrastructure and selective disclosure, multi-tenant by design, plus the public marketing site. Phase 1 is delivered; phase 2 is in development.

• Decentralized identity
• Mobile wallet
• Multi-tenant

Phase 1 delivered; phase 2 in development.

Engineering & infrastructure

Assetting

Prototype

Took the idea from zero: brand, domain, launch site with a waitlist, discovery research, and a working prototype. A custom build is underway from there.

• Discovery
• Branding
• Prototype

Prototype complete; custom build underway.

Retail & commerce

Guickie

In development

Helped refine the problem statement and business model before writing any code, then built the app, website, and inventory systems underneath it. Currently signed and under active development while the team fundraises.

• Product strategy
• Mobile app
• Inventory systems

Signed and under development.

Asset management engineering

ASI Engineering

In development

Built Darren, a customized AI assistant for asset management proposals, plus payment automation, a field-inspection app for real-time condition capture, and an ML-based road condition assessment model, initiated after the field app's first phase tested well.

• AI assistant
• Automation
• Field data capture

Field app phase 1 tested; road assessment AI underway.

Public & non-profit

Future of Work Navigator

Prototype

Led AI, ML, and chatbot development for a tool that helps newcomers and job seekers navigate the local labour market, built in a 24-hour format against several other teams.

• Hackathon
• AI/ML
• Chatbot

First prize, Tech Skills Showcase 2025.