AI / Full-Stack
AI-Powered Golf Management Platform
Challenge
Golf club operations require significant manual coordination across event registration, scorecard processing, handicap tracking, payment tracking, reporting, and member communication.
Solution
Designed and developed a cloud-hosted golf management platform integrating AI-assisted development, OCR-based scorecard ingestion, SQL Server architecture, REST APIs, mobile-first workflows, event management, payment reconciliation concepts, and administrative reporting.
- OCR scorecard ingestion
- Automated score extraction
- Event registration
- Payment workflow design
- SQL Server backend
- REST API integrations
- Mobile-first interface
- Administrative dashboards
- Reporting automation
Business Impact — Reduces manual administrative effort, improves data accuracy, accelerates tournament operations, and creates a scalable foundation for golf club management.
Automation
Intelligent Payment Verification
Challenge
Manual payment tracking across event registrations, Venmo/Zelle-style payment workflows, and administrative reconciliation creates operational friction and data accuracy risk.
Solution
Designed AI-assisted payment verification workflows combining email classification concepts, OCR extraction, business rules, payment matching, and database-driven event reconciliation.
- Payment classification
- Event reconciliation
- Email processing concepts
- OCR extraction
- Business rule automation
- Database updates
- Administrative workflow reduction
Business Impact — Improves payment visibility, reduces manual reconciliation, and creates a repeatable workflow for event-based financial tracking.
Developer Productivity
AI-Assisted Developer Workflow
Challenge
Modern software development requires faster delivery, better documentation, stronger architecture planning, and more efficient debugging without sacrificing quality or security.
Solution
Implemented AI-assisted engineering workflows using coding assistants and large language models to support architecture planning, code generation, SQL optimization, API design, infrastructure planning, debugging, and documentation.
- Claude Code workflow design
- Prompt engineering
- Architecture planning
- Code generation
- SQL optimization
- Documentation generation
- Debugging assistance
- Human-in-the-loop review
Business Impact — Accelerates delivery, improves technical planning, and supports more consistent documentation and implementation quality.
Infrastructure
Cloud Infrastructure & Application Hosting
Challenge
Business applications require secure, reliable, and maintainable cloud infrastructure with appropriate logging, monitoring, backups, and deployment practices.
Solution
Built and managed Ubuntu-based cloud infrastructure using Apache, SSL/TLS, PHP, SQL integrations, server hardening, cron automation, logging, monitoring, and backup planning.
- Ubuntu Linux administration
- Apache configuration
- SSL/TLS
- SSH security
- Logging
- Monitoring
- Backups
- Cron automation
- Dev/Test/Prod planning
Business Impact — Provides a reliable foundation for custom web applications, automation systems, AI-enabled workflows, and business-critical reporting tools.