Capabilities

Skills, with context

Tools connected to specific work. Follow each example to see where and how I used them.

Applied AI

Language-model classification and model comparison in a backend team.

Detection, classification, tracking, and inference optimization for a vending service.

Messaging, data handling, container workflows, and cloud automation across professional roles.

This portfolio demonstrates localized pages, responsive layouts, project navigation, and a contact API integration.

Research and manufacturing systems connecting edge devices, sensors, and wireless communications.

Cloud data processing, visualization, collection pipelines, and application integrations.