Impact at Scale
Delivering measurable results through engineering excellence
Engineering Ethos
How I Approach Problems
Clarity Over Complexity
The best solutions are elegant and maintainable. I prioritize clean architecture and clear documentation over clever tricks that obscure intent.
Performance Over Shortcuts
Speed matters, but sustainable speed matters more. I build systems that scale gracefully and perform reliably under pressure.
Integrity Over Ego
Great engineering is a team sport. I value honest feedback, collaborative problem-solving, and lifting others up over personal recognition.
Impact Over Activity
Lines of code don't measure success—business outcomes do. I focus on delivering measurable value that moves the needle.
Case Studies
Real-world solutions with measurable impact
Geo-Med Integration Platform
Enterprise SaaS Integration System
Led the architecture and development of a comprehensive integration platform connecting NetSuite ERP with multiple third-party systems, enabling real-time data synchronization and automated workflows.
Key Metrics
- ▸99.9% uptime across all integrations
- ▸100k+ API transactions processed daily
- ▸40% reduction in manual data entry
- ▸Real-time sync across 5+ systems
Highlights
- ▸Designed scalable microservices architecture
- ▸Implemented robust error handling and retry logic
- ▸Built comprehensive monitoring and alerting system
- ▸Reduced integration deployment time by 60%
ML-Powered Predictive Analytics
Machine Learning Architecture
Architected and deployed machine learning models for predictive analytics, enabling data-driven decision making across the organization.
Key Metrics
- ▸85% prediction accuracy
- ▸50% faster insights generation
- ▸Automated 70% of manual analysis
- ▸Processing 1M+ data points daily
Highlights
- ▸Built end-to-end ML pipeline from data ingestion to deployment
- ▸Implemented A/B testing framework for model validation
- ▸Created real-time inference API with sub-100ms latency
- ▸Established MLOps practices for continuous model improvement
Headless CMS Platform
Modern Content Management System
Developed a headless CMS platform using Next.js and Firestore, enabling content teams to manage and publish content across multiple channels with real-time preview capabilities.
Key Metrics
- ▸10x faster content publishing
- ▸Zero downtime deployments
- ▸Support for 50+ content types
- ▸Real-time collaboration for 20+ users
Highlights
- ▸Implemented real-time collaborative editing
- ▸Built custom content versioning system
- ▸Created flexible component-based content model
- ▸Achieved 95+ Lighthouse scores across all metrics
Leadership & Mentorship
Raising the Bar for Others
I believe great leaders create more leaders. My approach to mentorship focuses on empowering team members to think critically, take ownership, and grow beyond their current capabilities. Whether through code reviews, pair programming, or architectural discussions, I'm committed to raising the technical bar while fostering a culture of psychological safety and continuous learning.
T.J. doesn't just write code—he builds systems that empower teams. His ability to break down complex problems and mentor junior developers has been invaluable to our organization.
Engineering Manager
Geo-Med, LLC
What sets T.J. apart is his commitment to excellence without compromising collaboration. He leads by example and creates an environment where everyone can do their best work.
Senior Developer
Former Colleague
T.J.'s military background shows in his discipline and reliability. When he commits to a deadline or a solution, you can count on it being delivered with precision and quality.
Product Manager
Cross-functional Partner
Tech Command Center
A comprehensive arsenal of technologies and frameworks
Backend & APIs
Frontend & UI
AI & Machine Learning
Cloud & DevOps
Databases
Enterprise Systems
AI & ML Vision
Innovations in Applied AI
I believe AI should augment human capability, not replace it. My work focuses on building practical, ethical AI systems that solve real business problems while maintaining transparency and accountability.
Predictive Maintenance System
Developed ML models to predict equipment failures before they occur, reducing downtime by 60% and maintenance costs by 40%.
Impact:
Saved $500k+ annually in maintenance costs
Intelligent Document Processing
Built NLP pipeline to automatically extract and classify information from unstructured documents, processing 10k+ documents daily.
Impact:
Reduced processing time from hours to seconds
Real-time Anomaly Detection
Implemented streaming ML models to detect anomalies in API traffic and system metrics, enabling proactive incident response.
Impact:
Reduced incident response time by 75%
AI Development Principles
Build explainable AI systems that humans can understand and trust
Prioritize data quality and ethical considerations in model development
Focus on practical applications that deliver measurable business value
Continuously monitor and improve models in production
Personal Discipline
Values forged in service, applied in engineering
U.S. Navy
Veteran
My time in the Navy taught me the value of discipline, teamwork, and mission-focused execution. As a father and engineer, I bring that same commitment to every project—delivering reliable systems that teams can depend on.
Discipline
Integrity
Excellence
Service
05. Get In Touch
I'm currently open to new opportunities and interesting projects. Whether you have a question or just want to say hi, feel free to reach out!
Contact Form
Connect With Me
Location
Orlando, FL