Case Studies

End-to-end solutions from concept to deployment

SaaS Prototype AI Integration

Slack Team Optimization

Real-time team analytics and chemistry insights

crisis_alert The Problem

A psychiatrist client needed a platform to optimize team dynamics using psychological assessment frameworks. The challenge wasn't just technical—it was translating complex mental health research into algorithms that HR managers could actually use without overwhelming them.

lightbulb The Solution

I designed proprietary team chemistry algorithms that analyze dynamics in real-time, built Slack integrations for seamless data collection, and created intuitive dashboards that surface actionable insights without requiring psychology expertise.

Key Features

  • • Drag-and-drop team optimization
  • • Real-time chemistry analysis
  • • Slack integration for data collection
  • • Actionable insights dashboard

Tech Stack

  • • React (frontend)
  • • Supabase (backend + auth)
  • • Slack API integration
  • • Proprietary algorithms

check_circle The Result

6 weeks
vs 6 months traditional
Investor-ready
Demo quality platform
Full-stack
Architecture + build

Need a similar SaaS platform or AI integration? Let's discuss your project

Payment Systems Compliance

Multi-Processor Billing System

Unified payment platform with Canadian compliance

crisis_alert The Problem

A Canadian professional services firm needed a billing system that could handle multiple payment processors (credit cards, pre-authorized debits, e-Transfer) while maintaining strict compliance with trust accounting rules, PIPEDA privacy laws, and GST/HST regulations.

lightbulb The Solution

I architected a multi-processor payment system with an abstraction layer that unified Stripe (credit cards), Rotessa (PAD), and Interac (e-Transfer) behind a single interface. Built-in trust accounting ensures compliance, while webhook reconciliation handles the complexity of multiple payment sources.

Payment Integration

  • • Stripe (credit cards)
  • • Rotessa (pre-authorized debit)
  • • Interac e-Transfer
  • • Webhook reconciliation

Compliance Features

  • • Trust accounting rules
  • • PIPEDA data privacy
  • • GST/HST calculation
  • • Audit trail logging

check_circle The Result

Production
Ready for deployment
3 Processors
Unified integration
Compliant
Canadian regulations

Need payment integration or compliance expertise? Let's talk

Civic Tech Data Visualization

Hydrological Dashboard

Real-Time Flood Monitoring for Dauphin Lake, Manitoba

crisis_alert The Challenge

Spring 2026: Manitoba's Dauphin Lake region faced record snowpack levels—larger than the 2011 precursor that caused historic flooding. Cottage owners and Ochre Beach residents needed real-time flood monitoring independent of provincial forecasts, but no plain-language tool existed.

lightbulb The Solution

Built dauphinlakewatch.ca—a free, independent hydrological dashboard pulling live water level data from Water Survey of Canada every 5 minutes, 24/7. Translates federal gauge data into community-focused flood monitoring with threshold-based alerts.

water_drop Real-Time Monitoring

  • Live lake level tracking (feet ASL)
  • 7-day hydrograph with trend analysis
  • Updates every 5 minutes from WSC API
  • Color-coded status: Normal through Flood Stage

sensors Basin Intelligence

  • 11 monitoring stations across watershed
  • 7 tributary rivers with live flow data
  • Mossy River dam outflow vs. capacity
  • Spring snowpack and weather context

notifications Alert System

  • Email and SMS notifications
  • Threshold-based triggers
  • Sign up at dauphinlakewatch.ca/alerts
  • Community-first safety tool

public Free Public Service

  • No paywalls, no accounts required
  • Operating 24/7 during spring melt
  • Independent of provincial forecasts
  • Community safety mission

check_circle The Result

24/7
Live Monitoring
11
Monitoring Stations
Free
Public Service

Have a Similar Challenge?

From AI integrations to payment systems, I build production-ready solutions that solve real business problems.

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