Sivleen Kaur Email & Phone Number

Halifax Regional Municipality, NS, CA

Halifax, Nova Scotia, Canada

• Created and managed an automated MLOps pipeline to streamline the deployment of machine learning models, ensuring efficient and reliable updates.
• Implemented the MLflow tracking server to store model versions, monitor stages, and manage artifacts in Amazon S3, enabling robust experiment tracking and model management.
• Utilized AWS SageMaker to deploy machine learning models, facilitating real-time predictions through SageMaker endpoints.
• Employed Docker to containerize models, enhancing portability and consistency across different environments.
• Implemented an MLOps deployment pipeline using SageMaker Studio, optimizing the deployment andmanagement process.
• Engaged in continuous learning to stay updated with best practices in MLOps, containerization, and automated deployment, applying this knowledge to enhance the deployment pipeline.

Jaipur, Rajasthan, India

• Designed, developed, and maintained APIs using the MuleSoft Anypoint Platform that exposed and consumed data from various systems.
• Created integration flows that connected different applications, systems, and services, enabling seamless data exchange and communication, using MuleSoft's Anypoint Studio to build complex data routing and.
• Implemented error-handling mechanisms to ensure the robustness and reliability of integration flows. This included handling exceptions, retries, managing failed messages gracefully, and logging and monitoring errors.
• Implemented data transformations using MuleSoft's DataWeave language to convert data between different formats and structures. This included mapping, filtering, and enriching data as it moved through integration flows.
• Conducted unit testing and integration testing of developed MuleSoft applications to ensure their functionality and reliability. Debugged and resolved any issues identified during testing.
• Followed MuleSoft's best practices and design patterns to ensure the maintainability, reusability, and scalability of integration solutions.

Master Of Science - Ms, Computing And Data Analytics

Bachelor Of Technology - Btech, Communication And Computer Engineering