Product Focused Software Engineer building solutions that actually solve real problems
I build end-to-end products that people actually want to use. From ideation to production deployment, I handle everything:
- ๐ฏ Product Strategy - Understanding user problems and designing solutions
- โก Backend Engineering - Scalable APIs, databases, and cloud architecture
- ๐จ Frontend Development - Intuitive, responsive user experiences
- ๐ค AI Integration - Machine learning models that solve real business problems
๐ theSwiftline - AI-Powered Queue Management
Problem Solved: People waste hours standing in lines when they could be productive elsewhere
What it does:
- ๐ฑ Join queues remotely via QR code or web app
- ๐ค AI-powered wait time predictions using ML.NET
- ๐ Real-time queue updates with SignalR WebSockets
- ๐ Analytics dashboard for event organizers
- ๐ฎ Built-in games and fun facts while waiting
Tech: .NET Core, React, PostgreSQL, ML.NET, SignalR, Azure, Vercel
Impact: Saves users 2.5+ hours/week on average
๐ณ Crendly - Credit Platform
Problem Solved: Limited access to fair credit assessment for underserved populations
What it does:
- ๐ฆ Creditworthiness platform serving 5,000+ users
- ๐ฐ Secure wallet microservice for funding/withdrawals
- ๐ Role-based access with comprehensive credit scoring
- โก Event-driven architecture with Azure Service Bus
Tech: .NET Core, Azure Service Bus, PostgreSQL, RESTful APIs
๐ซ StandardSchoolPortal - School Management System
Problem Solved: Manual administrative processes slowing down education delivery
What it does:
- ๐ซ Multi-campus student and teacher management
- ๐ฐ Streamlined fee payment tracking
- ๐ Digital question bank for assessments
- ๐ Role-based access for admins and teachers
Tech: .NET Core, React, PostgreSQL, JWT Authentication
const davidson = {
mindset: "Product-first thinking",
approach: "Build solutions, not just features",
strength: "End-to-end ownership",
focus: "Real problems, real impact",
experience: "4+ years shipping products that scale"
};Every project starts with understanding the human on the other side of the screen and ends with measurable impact.
- ๐ 25% faster report generation through optimized SQL and caching
- ๐ฅ 5,000+ users served across fintech platforms I've built
- โก Real-time systems with WebSocket integration and cloud deployment
- ๐ค ML models predicting wait times with 85%+ accuracy
I'm always excited to discuss:
- ๐ Product engineering challenges
- ๐ค AI/ML integration in real-world applications
- ๐ Building scalable systems with limited resources
- ๐ก Turning ideas into shipped products
Currently: Open to Product Engineer opportunities where I can own products end-to-end and make measurable impact.


