Experience

Data Science Content Creator

Analytics Vidhya - Remote

09/2023 - Present

Create insightful articles on MLOps, machine learning best practices for technical and non-technical readers.

  • Authored 4 high-quality articles on MLOps, generating over 645 views and demonstrating expertise in model deployment, monitoring, and ML workflows.
  • Developed comprehensive guides leveraging MLOps tools like ZenML, mlflow and Evidently to showcase ML lifecycle management.
  • Recognized as a top performer for educational impact, bridging theory and practice across machine learning lifecycle stages

Machine Learning Trainee

Antern - Remote

06/2023 - 11/2023

Gained hands-on experience in the end-to-end development and deployment of ML solutions, applying MLOps best practices to ensure workflow automation and system integrity.

  • Worked on 3 MLOps projects demonstrating expertise across CI/CD, Docker, pipeline orchestration, and design patterns
  • Optimized workflows leveraging 5 open-source MLOps tools, directly enhancing operational efficiency and project delivery
  • Created efficient and modular production-grade systems with code, models, and documentation that met industry standards
  • Established capabilities in monitoring model performance, explaining outcomes, and tracking experiments centrally to inform continuous improvement