Design, develop and deploy ML platform and analytics applications for BrewVision platform
Collaborate with data scientists, administrators, data analysts, data engineers, and data architects on production systems and applications
Deploy machine learning models to production environments, ensuring high availability, scalability, and performance through Airflow pipelines
Set up monitoring systems to track model performance, detect drift, and identify anomalies
Model inferencing with optimized infrastructure using Fast Api and model registry (MLFlow)
Automate pipeline orchestration with development in Apache Airflow
Good knowledge on Machine Learning and Deep Learning algorithms
Data Structures and Object oriented programming skills in python with time and space optimized
Hands on experience with FastApi, MLFlow, Azure Machine learning, DataBricks
Good to have knowledge on Docker, Kubernetes, GitHub pipelines
Skills Required
Git, Pyspark
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Mlops • Bengaluru / Bangalore
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