• AWS: Develop applications which utilize API Gateway and DynamoDB. Also provide troubleshooting with tools like CloudWatch and CloudFormation.

• ReactJS: Provide our end users with a React-based application to manage operation/alert data. This application also takes advantage of AWS tools like DynamoDB and APIGateway.

• Data engineering: Maintain data feeds from approx. 50 vendors in Microsoft SQL Server. These databases are utilized by company investment and research teams.

• Devops: Provide support for application deployment in Gitlab Pipelines. This support includes but is not limited to writing YAML responsible for creating Docker files, testing, and code linting.

• Assess Medicare patient risk of Alzheimer's and Dementia Related Disease (ADRD) using billing data as input for machine learning classification models

• Analyze distributions of characteristics among Medicare patients using Python

• ETL pipeline: Built data pipeline for productionized classification model to identify game churners and increase

player retention.

• Data Quality Assurance: Performed quality checks on database tables in Snowflake.

• Machine Learning: Productionized a natural language processing tool utilizing LDA topic modelling and text data to identify players’ sentiment towards Sims 4 game content.