Case Studies

From concept to launch, explore the products I've built and the impact they've created. Each project showcases different aspects of product management and entrepreneurship.

Mobile App • B2C • AI-Powered

NannyBot AI

A Smart Solution for New Parents

After becoming a parent, I realized how challenging it is to manually track a baby's daily activities, from feedings and naps to diaper changes. This often leaves new parents feeling overwhelmed and lacking the data needed to understand their baby's patterns. My initial solution, a low-code tracker built with Apple Shortcuts, confirmed this was a widespread problem experienced by many other parents, validating the need for a dedicated mobile application.

20+
downloads
5.8%
conversion
4 sessions/device
engagement
AI/MLMobile AppParenting TechAnalyticsMulti-User
NannyBot AI Screenshot
SaaS • B2B • Accessibility

ScanMeSite

Automating Web Accessibility Audits

During my role as a Business Analyst, a key responsibility was ensuring the accessibility of my company's websites through weekly Lighthouse reports. While this was essential, it was a time-consuming manual process. I identified a broader market need to automate this task, especially with accessibility regulations becoming more prominent across the US, Canada, and the EU. This led me to develop scanmesite.com, a scalable, automated solution that could benefit a wider audience.

3 weeks
development
Full-Stack
stack
100%
automation
AccessibilityPythonReactFlaskMongoDB
ScanMeSite Screenshot
Web App • B2C • SaaS

LinkSpaghetti

A Modern Solution for Link Aggregation

Many link aggregation tools place basic features behind a paywall, limiting user access and creating an unnecessary barrier to entry. This presented an opportunity to build a solution that offered core functionality for free while exploring a different monetization strategy. My personal goal was to deepen my technical knowledge and understand end-to-end software deployment.

1K+
visitors
50+
users
1 month
development
ViteFlaskStripe APILink ManagementRapid Development
LinkSpaghetti Screenshot
Web Platform • B2B • Community

LocalOps.ca

A Community-Driven Solution for Homeowners

As homeowners in Ottawa, my co-founders and I recognized a significant challenge in finding reliable and trustworthy service providers. The existing methods, relying on word-of-mouth recommendations, unorganized Excel sheets, and scattered WhatsApp groups, were inefficient and not scalable. We saw a clear need for a centralized, trusted platform to connect homeowners with local professionals.

100K+
users
$50K CAD
revenue
2023
launched
PHPMySQLAWSCommunity PlatformService Directory
LocalOps.ca Screenshot

My Product Development Process

A systematic approach to building products that users love and businesses value.

STEP 01

Discovery & Research

Understanding user needs, market opportunities, and competitive landscape through research and validation.

STEP 02

Strategy & Planning

Defining product vision, roadmap, and success metrics aligned with business objectives.

STEP 03

Design & Development

Creating user-centric designs and leading cross-functional teams through iterative development.

STEP 04

Launch & Optimization

Coordinating go-to-market strategy and continuously optimizing based on user feedback and data.

Ready to Work Together?

Let's discuss how I can help your team build products that create real impact and drive business growth.