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Valeriy Filin - ML/AI Engineer in Aliso Viejo, CA

Valeriy Filin

Senior Backend/Cloud Engineer specializing in IaC, SaaS platforms, and ML/Computer Vision

IT Rex GroupOdessa National Polytechnic UniversityAliso Viejo, CA19 Years ExperienceSenior LevelWorks On-Site

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About

Backend/infrastructure engineer with experience across API development (FastAPI/MySQL/SQLAlchemy), Kubernetes deployments, and large-scale data processing—built a Dockerized Python pipeline to pre-aggregate ~1B Graylog events for efficient querying. Has enterprise infrastructure automation background at Hewlett Packard Enterprise (Datafabric) using Terraform/Ansible with fail-fast and rollback practices, plus Kafka-based sensor streaming prototypes to Google Cloud with Java workers and autoscaling.

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Key Strengths

  • Built FastAPI services with SQLAlchemy/MySQL for shared internal APIs
  • Designed a pre-aggregation pipeline to make billion-event log data queryable
  • Operational experience deploying microservices stacks on Kubernetes (DB + cache + APIs)
  • CI/CD implementation using Jenkins and Git-based CI systems
  • Infrastructure migration/provisioning with Terraform + Ansible, including intermediate state management
  • Fail-fast automation and failure detection for unreliable provisioning steps
  • Kafka streaming pipeline implementation with Java workers and autoscaling via orchestrator signaling
  • GitOps-style upgrade/patch workflows with rollback during HP Datafabric migrations

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Experience

ML/AI EngineerIT Rex Group · Jul 2024 – Present
Cloud Senior Software EngineerHewlett Packard Enterprise (HPE) · Mar 2021 – Jul 2024
Lead Software EngineerIoTium Inc · Feb 2018 – Jan 2021
Senior Web DeveloperItsOn Inc · Feb 2014 – Dec 2017
Lead Software DeveloperLifeStreet Media · Jul 2007 – Feb 2014

Education

Odessa National Polytechnic Universitymaster

Languages

English

Certifications

Docker Foundations Professional CertificateRunning Kubernetes on AWS (EKS) – LinkedInJava 8 Master – BrainbenchPHP 5.6 Master – Brainbench

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Valeriy FilinSenior Backend/Cloud Engineer specializing in IaC, SaaS platforms, and ML/Computer Vision