Shreyas Shrikant Shinde

1. Duties involve discussion with stakeholders & Clients to present insights/ expertise about designing, developing & maintaining scalable data infrastructure. 2. Requirements & feasibility analyses including deriving concrete recommendations & planning further development of IT architecture, Creating & maintaining technical documentation. 3. Implementation of AWS infrastructure & data migration from on-premises system to AWS Cloud. 4. Load data S3 to Redshift or RDS using AWS Glue using AWS CDK, CI/CD.

1. Implementation Machine learning apps with Apache Hadoop using Pyspark. 2. Performed ETL process on the Drivetrain big data and monitoring. 3. Data preparation such as data cleansing, filtering, Invalid values, Deduplication, Down sample the data, Inter Quartile Range for outlier detection. 4. Plotted the line & Frequency distribution graphs in Tableau. 5. Implementation of Isolation Forest & One class SVM algo. for Anomaly detection. 6. Used AWS services such as EMR, Athena, S3, Step function.

1. Used Car price prediction for retail & wholesale sector based on different markets, Financial and Car attributes using Machine learning, Deep learning. 2. Implementation of algorithms such as XGboost, Random Forest, Linear regression and TensorFlow, Keras for price prediction regression problem. 3. Implementation & optimization of data pipelines as well as responsible for data integrity. 4. Worked on SAP Hybris cloud for customer sales. 5. Used AWS services like AWS glue, Sagemaker, Athena, S3 & SQL.

1. Installation and monitoring of database management Automation tool ‘continuity patrol’ & its configuration on various Client disaster recovery servers. 2. Preparation of workflows and Perform periodic ‘switch-over / switchback’ and ‘failover/ failback’ of recovery database using Oracle Data Guard, MSSQL solution. 3. Supporting clients with their technical queries & Provide training about the continuity patrol. Used ‘Ansible tool’ to deploy patches of ‘continuity patrol’ & Services using ‘YAML’.

Specialization: Data Analysis, Data Mining, Multivariate Data Analysis & IT security

Information Technology