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Marcelo MarletaMM

Marcelo Marleta

Senior AI Systems Engineer | Applied AI & LLM Infr

€302/day
Brazil, US
8-15 years

Average response time: 1 hour

About Marcelo

  • English

    Native or bilingual

Can work on-site
Brazil (up to 50km)

Experience

  • M&M Computer
    Independent Senior Software Engineer — Platform & AI Systems
    February 2010 - Today (16 years and 4 months)
    • • Architected and maintained multi-tenant microservice platforms using FastAPI, async workers, PostgreSQL, and Redis, ensuring strict tenant isolation and predictable behavior under concurrency.
    • • Built secure platform foundations including RBAC-style access control, rate limiting, audit-friendly logging, and deterministic data-access patterns.
    • • Designed state-machine–driven workflows with explicit transition validation, idempotency, and safe recovery mechanisms for complex operational flows.
    • • Owned systems end-to-end: architectural decisions, implementation, deployment, monitoring, and incident response.
    • • Implemented observability pipelines with OpenTelemetry to improve traceability, latency analysis, and faster production debugging.
    • • Built platform guardrails and validation layers around probabilistic systems, focusing on auditability, predictability, and safe production usage.
    • • Worked directly with stakeholders and end users to translate messy, real-world requirements into opinionated, scalable platform capabilities.
    • • Deployed and operated services in production environments, handling upgrades, operational issues, and reliability improvements.
  • LG Electronics
    Mobile Software Engineer
    June 2007 - February 2010 (2 years and 8 months)
    • • Developed embedded and mobile software in C/C++ for constrained hardware platforms.
    • • Led protocol development efforts for LG's mobile division in Latin America.
    • • Built a strong foundation in low-level systems, debugging, and disciplined engineering under strict constraints.
  • University of São Paulo (USP)
    Teaching Assistant / Lecturer
    January 2011 - January 2012 (1 year)
    • • Operating Systems (Linux, system calls, C)
    • • Concurrent Programming (MPI, OpenMP)
    • • Digital Logic & FPGA (VHDL)

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Education

  • MSc
    University of São Paulo (USP)
    MSc
  • BSc
    Federal University of São Carlos (UFSCar)
    BSc

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