01
Before
Operations
I worked close to day-to-day operations, reporting, records, and manual workflows.
About Emman
I've spent years turning real operating work into software. Today, I do it across the complete product.

Senior Full-Stack AI Engineer
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The Story
Before
I worked close to day-to-day operations, reporting, records, and manual workflows.
Then
Recurring workflow problems led me into building the interfaces, services, data flows, and integrations behind the work.
Now
I now carry operating problems through product design, full-stack implementation, AI integration where it helps, deployment, and technical handoff.
Where I Work Best
Azure AI Engineer
Data Scientist Professional
CS50 Computer Science
Bachelor of Arts (Cum Laude)
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