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basic-portfolio's Introduction

Machine Learning Engineer

Work Experience

MLOps Engineer @ Datium Insights

  • Lead design and development of MLOps framework
  • Automate retraining and deployment using CI/CD pipelines

Machine Learning Engineer @ Maxis

  • Deploy multiple models to production
  • Develop standardised end-to-end ML lifecycle following MLOps best practices

Projects

Footfall Counting

Fraud Detection

MLOps Standardisation

Skills

  • ML Deployment: Tabular dataset, computer vision
  • MLOps: Batch prediction, online prediction
  • Cloud: GCP, Azure
  • Automation: CI/CD, ML pipeline

Education

Mechatronics Engineering, MSc., BS.

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Contributors

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