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.
Machine Learning Intern
Antern - Remote
06/2023 - 11/2023
Assisted MLOps projects involving CI/CD pipelines, Docker, and design patterns under mentorship to gain hands-on experience.
- Developed production-ready code samples and documentation following to MLOps best practices for model deployment workflows.
- Gained expertise in leveraging open-source tools like MLflow, ZenML for experiment tracking, pipeline orchestration and monitoring.
- Collaborated with senior engineers to contribute to enhancing operational efficiency for machine learning project delivery.