Machine Learning Support (MLOps) Lead Resume Machine Learning Support (MLOps) Lead - Hire IT People

TECHNICAL SKILLS

PROFESSIONAL EXPERIENCE

Confidential

Machine Learning Support (MLOps) Lead

Responsibilities:

Gain understanding of Pilot Scope ML models and methodology used.
Design and Build the Model Deployment and Monitoring solution for Pilot scope
Design and Build production ML pipelines if not available
Design and Build deployment and monitoring scripts to be developed
Design and Build Model Monitoring scripts & dashboards
Regular interaction with business for finalizing the requirements, and model monitoring metrics, reviewing implementation plan etc.
Perform Model Deployment in production environment (Azure)
Perform Model Refresh
Monitor Model Performance
Perform Model tuning
Tune monitoring scripts and reporting dashboards
Analyze and Define Updates to ML Pipeline, Deployment & Monitoring scripts to accommodate any application/data/model changes
Model Version & Configuration Management