Gianmarco Mazzella
AI Research Fellow @ Handshake | Prev. Lead Back End Developer @ Autsai | CE & CS @ UCSC
- Role
- Lead Back End Developer at Autsai
- Location
- Santa Cruz, CA, US
- LinkedIn followers
- 500 followers
About Gianmarco Mazzella
I am currently pursuing a B.S. in Computer Engineering with an emphasis on ML and AI. I have worked countless hours on Full-Stack development and ML/AI applications. I find beauty in pushing myself to the limits and the eagerness to learn and create meaningful solutions to impactful problems.
Experience
Lead Back End Developer
Mar 2025 — Present
Led a team of 2 people to ship supervised-learning matching into production via versioned, idempotent APIs backed by REST and Firestore services; drove +35% match rate and +20% user retention through iterative feature/model improvements and cut p95 latency 60% by moving feature computation into async pipelines and removing redundancy across the codebase.Built SQL feature pipelines (aggregations, time windows) with validation and drift monitoring. Established production ML guardrails (RBAC, PII controls, CI/CD, automated testing, and SLI/SLO-based observability), reducing data incidents, regression frequency.
Education
Berkeley City College
Associate's degree, Computer Science
University of California, Santa Cruz
Bachelor of Science - BS, Computer Engineering
ITT-LSSA Ettore Molinari
High School Diploma, Computer Science
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