Yusuf User
@yusufuser7
I map operational workflows and build AI-assisted automation systems.
What I'm looking for
At Mercor, I evaluate 100+ AI model outputs weekly and prototype workflow logic for scoring rules, edge cases, and decision criteria. I redesigned evaluation processes and human-in-the-loop controls, reducing manual QA cycle times by 15%.
Previously, I led workflow analysis for a 30-person Microsoft annotation team through Appen, improving onboarding speed by 50%, reducing error rates by 20%, and delivering 95%+ accuracy. I also built ETL workflows and Power BI dashboards for CLEAN-Air Africa, supported high-scale operations at Amazon, and prototype AI systems using Python, FastAPI, SQLite, Docker, and Claude API.
Experience
Work history, roles, and key accomplishments
AI Evaluation Contractor
Mercor
Apr 2026 - Present (4 months)
Evaluates AI model outputs and prototypes AI-assisted workflow logic, defining scoring rules and decision criteria. Maps complex evaluation workflows to identify automation opportunities and reduce manual QA cycle times.
Education
Degrees, certifications, and relevant coursework
University of Liverpool
Master of Science, Data Science and Artificial Intelligence
2024 - 2026
Grade: Merit
Pursued an MSc in Data Science and Artificial Intelligence, achieving a Merit grade.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Portfolio
github.com/Yusuf-KhovawaleJob categories
Skills
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