01
Intelligent Automation
Agentic systems that monitor business signals, coordinate work, and support timely decisions.
AI · Data · Operational Leadership
Turning complex operations into clearer decisions.
I design intelligent systems, modern data platforms, and practical automation for manufacturing and energy organizations.
Where I create value
Technology grounded in operating reality.
02
Modern Applications
Focused tools that replace fragile manual processes and connect planning with operational execution.
03
Data Platforms
Trusted pipelines and analytical foundations spanning finance, manufacturing, and energy.
Selected outcomes
From operational complexity to usable systems.
Planning and forecasting
Built responsive applications for real-time resource forecasting and collaborative planning in energy operations.
Applied agentic AI
Developed prototypes that monitor signals, automate rule-based work, and deliver decision support.
Connected enterprise data
Built pipelines that bring financial, ERP, manufacturing, and refinery information into analytics-ready platforms.
Selected writing
Ideas made useful.
23 min read
Designing MarkForge: A Portable, Testable Document Pipeline
A working record of designing MarkForge for portable local conversion, recoverable document processing, and deterministic testing.