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Brian - MLOps Engineer
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Hi, I'm Brian

I design and build production-grade ML systems — from automated training pipelines to real-time inference infrastructure. Bridging the gap between data science and reliable software engineering.

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About me

I am an MLOps Engineer with over 6 years of hands-on experience, blending expertise in AI model research, backend development, and application deployment. My passion lies in leveraging cutting-edge technologies to create impactful solutions.

Known for my adaptability and quick learning, I thrive in dynamic environments and embrace new challenges. I seek opportunities to design and deploy innovative AI solutions that address real-world challenges, from OCR pipelines to intelligent camera systems.

AI Model Research

Backend Development

Production Deployment

OCR & Computer Vision

Skills

Technologies and tools I work with

Container & Orchestration

  • Kubernetes
  • Docker
  • Helm
  • Argo Workflows

ML Frameworks

  • PyTorch
  • TensorFlow
  • Hugging Face
  • scikit-learn

MLOps Tools

  • MLflow
  • Kubeflow
  • Airflow
  • Prefect

Cloud & Monitoring

  • AWS
  • GCP
  • Prometheus
  • Grafana

Languages & Frameworks

  • Python
  • TypeScript
  • FastAPI
  • Next.js

Databases & Messaging

  • PostgreSQL
  • Redis
  • Apache Kafka

Experience

  • Senior MLOps Engineer

    CMC Global

    ·Hanoi, Vietnam

    Building a full-cycle MLOps OCR pipeline for internal teams. Lead OCR projects for Australia market clients with 2 seconds per page performance. Integrate and deploy customer scoring models on self-hosted Kubernetes for banking clients. Manage team of 3-6 members, design solution architecture, and contribute hands-on to critical modules.

  • AI Team Lead / MLOps Engineer

    Viettel High Tech

    ·Hanoi, Vietnam

    Built AI serving system for cameras handling RTSP/HLS streams and third-party smart home events. Reduced resource consumption by ~30% while maintaining processing performance. Deployed on-premise Kubernetes cluster with high availability and security. Promoted from MLOps Engineer to AI Team Lead in October 2023.

  • MLOps/AI Engineer (Part-time)

    MachinaX

    ·Hanoi, Vietnam

    Built AI solutions including Hair Style Manipulation, OCR for drilling pipes, and Virtual Speaking Room modules. Designed full pipeline solutions, trained models, and deployed to customer environments on-premise and AWS. Created test datasets and reported results to clients.

  • Backend Engineer

    CETI

    ·Hanoi, Vietnam

    Developed ERP platform for oil corporation as main backend contributor. Built desktop application using Java Spring Boot, JavaFX, SQL Server, MQTT, and Firebase.

Contact

Open to new opportunities, collaborations, or just a tech discussion. Reach out directlyand I'll get back to you.

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