01Overview
(Python, Machine Learning, Mlflow, Git, Docker, Apache Airflow, Azure Machine learning, PySpark, DataBricks)Design, develop and deploy ML platform and analytics applications for BrewVision platformCollaborate with data scientists, administrators, data analysts, data engineers, and data architects on production systems and applicationsDeploy machine learning models to production environments, ensuring high availability, scalability, and performance through Airflow pipelinesSet up monitoring systems to track model performance, detect drift, and identify anomaliesModel inferencing with optimized infrastructure using Fast Api and model registry (MLFlow)Automate pipeline orchestration with development in Apache AirflowGood knowledge on Machine Learning and Deep Learning algorithmsData Structures and Object oriented programming skills in python with time and space optimizedHands on experience with FastApi, MLFlow, Azure Machine learning, DataBricksGood to have knowledge on Docker, Kubernetes, GitHub pipelines .
