Sandeep Soma
MLOPS Engineer | DevOps Engineer
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About
I'm MLops engineer with overall IT Experience of 6+ years, i used to train, build and deploy model using Mlops tools along with Devops Tools. I having knowledge on Machine learning Model creation with different Hyperparameter tuning methods. Tools i used for Development, Building and production of model like Git, DVC, Dagshub, Jenkins, Mlflow, GitHub actions, Docker, Kubernetes, python, Prometheus, Grafana, Flask API, Kubeflow etc
Experience
6+ years of experience in DevOps, automation, and cloud infrastructure,
transitioning into MLOps with hands-on expertise in model versioning, ML pipelines,
and deployment.
Strong experience in CI/CD, GitHub, Kubernetes orchestration, Docker containerization, Terraform automation, and cloud environments.
Practical knowledge of MLflow for model tracking, DVC for dataset version control, and Kubeflow for ML pipeline orchestration.
Expertise in automating reproducible ML workflows across development, training,
testing, and production environments.
Familiar with integrating ML systems using FastAPI, Python, Jenkins, AWS,
SonarQube, and Observability tools.
Implemented cross-validation, hyper parameter tuning and compared experiments visually.
Education
Bachelors of Technology in Electrical and Electronics Engineer from Jawaharlal Technological University Hyderabad in the 2018

