Projects

Projects & applied AI

Selected hands-on technical learning and workflow work. These examples deliberately avoid overstating production engineering experience.

ComfyUI & JSON workflows

Hands-on personal technical work with ComfyUI and JSON-based workflow/configuration files.

Read, modify, organize, and troubleshoot JSON-based workflow/configuration files.
Use structured workflows to understand how nodes, settings, and data fit together.
Keep this work separate from claims of software-development or production-integration ownership.

Used publicly available APIs for practical technical tasks and experimentation.

Work with API-provided data and understand the basic request/response model.
Use APIs where freely available for practical projects and learning.
Do not represent this as enterprise API engineering, production integration ownership, or advanced backend development.

Since 2023, customized AI-assisted workflows for research, document preparation, and internal client-service support.

Use AI to organize information, draft and refine documents, and think through technical or administrative tasks.
Review and verify important output rather than treating AI as an authority.
Avoid unnecessary exposure of sensitive client information.