alexeyg377

@alexeygolev

ML Platform & Distributed Systems Engineer

London, UKJoined May 2026

About

Software Engineer working at the intersection of backend distributed systems, machine learning and data. I build scalable, reliable systems and platforms for data-intensive and ML / AI-driven applications.

Available for

Technical writing and speaking at conferences

alexeyg377's blogs

Alexey Golev – Engineering Notesalexeygolev.hashnode.dev2 posts

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Recently published

Aalexeyg377alexeygolev.hashnode.devMay 18 · 4 min read

Tracing in Production: When 1–150ms Turns Into 700ms

We run machine learning models in production serving real-time traffic. When our managed serving platform introduced built-in MLflow tracing, we wanted to enable it. Tracing promised visibility into i

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Aalexeyg377alexeygolev.hashnode.devMay 13 · 4 min read

The Hidden Cost Curve of “One-Click” ML Observability

The ask was reasonable. We had a high-volume ML serving endpoint and we, engineers and data scientists, wanted visibility into what requests and responses looked like in production. The managed ML ser

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alexeyg377

About

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alexeyg377's blogs

Recently published

Tracing in Production: When 1–150ms Turns Into 700ms

The Hidden Cost Curve of “One-Click” ML Observability

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alexeyg377

About

Available for

alexeyg377's blogs

Recently published

Tracing in Production: When 1–150ms Turns Into 700ms

The Hidden Cost Curve of “One-Click” ML Observability