Multi-Model AI Workflows
Testing how different AI models support ideation, validation, and implementation.
I keep managed networks running. I handle change requests end to end, provision and configure network devices, and coordinate turn-ups across cross-functional teams. My work spans commercial and government environments, where reliability, process discipline, and clear communication are non-negotiable.
Change management, turn-ups, and incident triage.
Router configuration, firmware updates, and staging.
Government customer support and clearance-driven handling.
A few areas I'm actively exploring.
Testing how different AI models support ideation, validation, and implementation.
Evaluating request filtering, validation, and protection closer to the edge.
Turning complex conversations into clear summaries and actionable takeaways.
Exploring AI support for early system design and technical planning.
Designing workflows where automation helps and human judgment stays central.
Refining prompt structures that improve consistency and reduce ambiguity.
Fortinet
Completed 2024
Fortinet
Completed 2024
Management & Strategy Institute
Completed 2020
Adtran
Completed 2020
Open to thoughtful technical conversations.