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Sanan M.

Sanan M.

MLOps Engineer · Mid-level

Rate on request

Professional Overview

 Results-driven MLOps Engineer with a strong background in machine learning, model deployment, and automation. Experienced in developing predictive models and implementing scalable, reliable, and automated ML pipelines to enhance business performance. Skilled in CI/CD, containerization (Docker, Kubernetes), cloud platforms (Azure), and model monitoring to ensure seamless integration of ML models into production. Bringing expertise in risk management and analytical problem-solving, I approach challenges with a strategic mindset, optimizing workflows and enhancing operational efficiency. Passionate about MLOps best practices, model reproducibility, and efficient resource allocation, I thrive in collaborative environments, ensuring cross-functional teams align for successful ML-driven solutions 

Areas of Expertise

AI & Machine Learning Engineers

Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.

MLOps & AI Infrastructure

Architect scalable ML infrastructure — CI/CD for ML, model versioning, experiment tracking, monitoring, and cloud deployment on AWS, GCP, or Azure.

Skills

Python Docker machine learning ci\cd Kubernetes MLflow dvc azure cloud services oracle sql postgre sql

Experience Level

Mid-level

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