Oscar Armas · Staff ML Engineer

Building High-Scale
ML Infrastructure
That Ships.

Specialized in MLOps platforms, real-time inference systems, and technical leadership. Focused on the unglamorous work that makes AI production-ready.

6 Years of Experience
20+ Projects Completed
3 0→1 PLATFORMS
Culture · Leadership
1st ML Engineer

Engineering Culture & Leadership

Establishing engineering best practices, conducting code reviews, and mentoring data scientists to become ML Engineers.

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Platform · MLOps
0→1 Zero to One

Building the MLOps Platform

Designing a centralized platform to standardize machine learning deployments across the organization using Databricks and Terraform.

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Rappi · Real-Time
<100ms Latency p99

Low-Latency Inference at Scale

How we architected a high-throughput prediction service handling 200+ RPS with <100ms latency using Go and Triton.

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