02 Headshot
01 Ethos
Products at their best are intuitive by design. The outcome I work towards is a solution that feels like it was always there.
Adoption with purpose, without friction.
ABOUT
03 Experience
Founding Product Engineer
- Sole engineer building Zozy alongside a two-time exited founder. I built the product and engineering system across three product functions, from a rehoming service to home inventory to buying better, reaching production in under six months and shipping over 100 builds from version 0.0.9 to 2.1.0.
AI Tech Operations
- Rebuilt Zozy’s item intake as an API-driven AI classification engine, cutting each cycle from 30 minutes to 5 and raising throughput 6x while reducing manual work to near zero. The operational data it structured across every business function became the basis for Zozy’s pivot from a service to a consumer app.
AI Solutions & Automation
- Established the AI Enablement Operating System, consolidating all of Lumen’s inbound AI demand into one platform for routing, delivery, and impact measurement at a projected saving of ~7 hours per request. I then turned the ABX team’s backlog of one-off automation ideas into a repeatable five-stage playbook, projecting a 35–41% reduction in cycle effort. The work won the Strategic Impact Award in Lumen’s inaugural AI in Action competition.
AI Systems Consultant
- Built a private K–12 school a unified feedback intelligence system after diagnosing that the school had no visibility into parent sentiment, linking six survey instruments across ~150 students and ~300 stakeholders. Its real-time analytics combine results across surveys into composite scores and derive a parent retention-risk signal, giving the school early warning of families likely to leave.
Growth Strategy
- Ran a self-directed growth function, combining brand positioning, go-to-market execution, and a custom analytics layer to test and iterate in real time. Customer acquisition grew 33% over 90 days.
AI Training Data Annotator
- Evaluated 500+ LLM outputs across reasoning, mathematics, creative writing, and dialogue, designing rubrics that raised response accuracy 25%. Comparing reasoning and standard models side by side, I learned to recognize the systematic failure modes of frontier LLMs, which now shape how I evaluate and build with them.
04 Education
Artificial Intelligence & Business Analytics, Bachelor of Science
- Bright Futures Scholarship Recipient
- Director’s Scholarship Recipient
- Judy Genshaft Honors College
- TEDxUSF Outreach Coordinator & Volunteer Lead
- FLWEF Sponsored Student
05 Skills
- Python, SQL, Swift, MCP integration, AI and automation integration, API integration, product strategy, process mapping and optimization, system architecture, agentic engineering, A/B testing, database design, LLM evaluation design, user research, product documentation (PRD), machine learning
- English and Arabic, native proficiency
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