ENGINEERING DISCIPLINE
End-to-End Engineering & Architecture
I work across problem definition, code, data, API and application engineering, performance tuning, infrastructure and deployment. AI accelerates how I deliver, while engineering judgement anchors the result.
MY APPROACH
Own the solution, not just the slide deck.
01
Hands-on Python and application development
02
Backend APIs and integrations
03
AWS and Google Cloud
04
Model serving and production AI
05
Scalable architecture and performance optimization
06
AI-augmented development workflows
APPLIED IN PRACTICE
Where this shows up in my work.
Engineering
Production AI & Cloud Solution Architecture↗
Taking solutions beyond models and prototypes into working systems.
PythonAWSGoogle Cloud
Geospatial & Optimization
Weather Routing & Voyage Optimization↗
Turning dynamic weather and ocean conditions into practical voyage decisions.
Custom A* routingDynamic programmingWeather-aware decision systems
Generative AI
RAG, LLM & Intelligent Knowledge Systems↗
Making enterprise information usable through natural-language interfaces and connected AI workflows.
Retrieval-augmented generationMulti-LLM orchestrationEnterprise knowledge retrieval
Have a problem that needs
more than a standard answer?
Let's discuss the problem, constraints and what a practical solution might look like.
Discuss your challenge ↗