PRODUCT DISCOVERY · WORKFLOW AUTOMATION · HUMAN-CENTERED AI
I TURNMESSY WORKFLOWSINTO PRODUCTSPEOPLE CANACTUALLY USE.
Product discovery, enterprise transformation, and practical AI—grounded in how people actually work.
Senior Business Analyst building toward Product Owner and AI Product Owner roles.
HOW I WORK
Complexity is rarely
the real problem.
The real challenge is understanding what people need, where the friction lives, and what is worth solving.
Observe
Watch how people actually work—not how the process is supposed to work.
HOW I WORK
Complexity is rarely
the real problem.
The real challenge is understanding what people need, where the friction lives, and what is worth solving.
Observe
Watch how people actually work—not how the process is supposed to work.
Understand
Separate the visible request from the underlying need.
Align
Create shared understanding across users, stakeholders, and delivery teams.
Build
Translate insight into clear requirements, practical workflows, and testable product experiences.
Learn
Use feedback, testing, and real behavior to improve what comes next.
Good products are not finished when they launch. They improve when people use them.