Devanathan R S
About Devanathan R S
Senior Machine Learning Engineer with 14+ years of experience in the development and implementation of machine learning and analytics solutions for top-tier clients in the US and Europe. โข Proficient in a wide range of Machine learning/Deep learning algorithms and statistical methods used across multiple domains such as Pricing, Marketing, Supply chain, and E-commerce. โข Solid hands-on experience in MLOps tools, such as Docker, Kubernetes, MLFlow, AirFlow, Terraform, Ansible, H2O, DataRobot, Vertex AI and Sagemaker. ๐๐จ๐ซ๐ ๐๐ค๐ข๐ฅ๐ฅ๐ฌ: โข ๐๐ณ๐ฐ๐จ๐ณ๐ข๐ฎ๐ฎ๐ช๐ฏ๐จ: Python (NumPy, Pandas, Scikit-Learn, Matplotlib, Tensorflow, Keras, etc.), Spark, R โข ๐๐ข๐ต๐ข ๐๐ค๐ช๐ฆ๐ฏ๐ค๐ฆ: Statistical Modeling, Regression, Classification, Neural Nets(CNN, RNN, LSTM, etc.), Customer Segmentation, Customer Churn, Forecasting, Recommendation models, Optimization, NLP, etc. โข ๐๐ ๐๐ฏ๐จ๐ช๐ฏ๐ฆ๐ฆ๐ณ๐ช๐ฏ๐จ: Docker, Kubernetes, MLFlow, Airflow, Kubeflow, Terraform, Spinnaker, Ansible, Jenkins, Github Actions โข ๐๐ฏ๐ข๐ญ๐บ๐ต๐ช๐ค๐ด: Teradata, Snowflake, Informatica, PowerBI, MySQL โข ๐๐ญ๐ฐ๐ถ๐ฅ: Amazon Web Services (AWS), Google Cloud (GCP) โข ๐๐ต๐ฉ๐ฆ๐ณ๐ด: Agile, Scrum, Jira, Pivotal Tracker, Miro