01 / MACHINE LEARNING
Predictive Readiness
Time-aware forecasting, model evaluation, explainability, and deployment designed around operational decisions.
Case studyBUILDING AT THE EDGE OF SOFTWARE + INTELLIGENCE
I BUILD
INTELLIGENT
SYSTEMS.
AI/ML engineering, software systems, and technical leadership focused on one thing: turning difficult problems into working products.
20+YEARS TECHNICAL
LEADERSHIP
LEADERSHIP
MSCOMPUTER
SCIENCE
SCIENCE
PMPPROGRAM
EXECUTION
EXECUTION
AWSMACHINE LEARNING
CERTIFIED
CERTIFIED
SELECTED WORK
Systems over
screenshots.
Each project will include architecture, engineering decisions, metrics, source code, and a live demo where practical.02 / AGENTIC AI
Research + Verification
A tool-using AI pipeline that separates retrieval, synthesis, verification, and correction instead of trusting one model pass.
Case study03 / SOFTWARE
Intelligent Automation
Full-stack systems that connect data, APIs, automation, and AI to produce measurable business outcomes.
Case studyABOUT / OPERATING PRINCIPLES
Engineering judgment
is the product.
I’m Dennis Pothier, a computer scientist and technical leader focused on AI, machine learning, data systems, and software delivery. My background combines hands-on engineering with more than two decades of leadership in complex operational environments.
I care less about technology for its own sake and more about choosing the right architecture, validating the result, and shipping something people can actually use.