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George Platon - Full-Stack Developer / DevOps / AI Architect in Romania, Romania

George Platon

Principal Full-Stack Engineer specializing in AI, DevOps, and cloud platforms

Healing.careBabeș-Bolyai UniversityRomania, Romania16 Years ExperiencePrincipal LevelWorks Remote

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About

Built a production end-to-end AI video-to-reels clip extraction system using a multi-agent architecture with transcription, captioning, effects generation, and centralized orchestration. Demonstrates unusually strong systems thinking around reliability, observability, evaluation, and production tradeoffs for LLM-powered workflows, including Kubernetes/Kafka-based deployment and regression-driven prompt governance.

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Key Strengths

  • shipped production AI video clipping pipeline end-to-end
  • deep expertise in multi-agent orchestration
  • strong reliability engineering for LLM systems
  • practical observability and monitoring for agent workflows
  • thoughtful handling of agent failure modes and state management
  • clear framework for latency/cost/reliability/safety tradeoffs
  • mature evaluation approach for non-deterministic AI systems
  • used regression data to detect and reverse silent quality degradation

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Experience

Full-Stack Developer / DevOps / AI ArchitectHealing.care · Jan 2023 – Present
Full-Stack Developer / DevOps / AI ArchitectvideoToReels · Jan 2026 – Present
Senior DevOps Engineer (Sole Infrastructure Owner)G-Star RAW · Dec 2020 – Present
Senior Full-Stack & DevOps (Freelance)DQ-Solutions · Jan 2020 – Jan 2025freelance
Technical Architect & Full-Stack DeveloperCentrys · May 2018 – Dec 2020
CTO, Co-Founder & Principal DevOpsBuddyGuard · Oct 2014 – Jan 2019
Software Developer & DevOps EngineerTSS-Yonder · Dec 2019 – Dec 2020
Cloud Developer & Branch ManagerCatalysts · Oct 2012 – Oct 2014
Android DeveloperFreelance · Oct 2010 – Dec 2014freelance

Education

Babeș-Bolyai Universitymaster, Distributed Systems (2015)
Babeș-Bolyai Universitybachelor, Computer Science (2013)

Awards

  • €500K Azure grant from Microsoft

Languages

RomanianEnglishGerman

Publications

3 publications

IoT monitoringPattern analysisAI-powered home securityArtificial intelligenceSmart home security

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Connect with George

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Typically responds within 24 hours

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Hire with Reval

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George PlatonPrincipal Full-Stack Engineer specializing in AI, DevOps, and cloud platforms