Resolution LifeAI Data Scientist
Aug. 2021 - Mar. 2022West Chester, Pennsylvania, United States• Build a robust codebase to improve data reliability, efficiency, latency, and quality.
• Have key technical skills across data platforms technologies including ETL, Snowflake, SQL Server, Informatica Cloud, advanced SQL, as well as nice to haves such as Power BI and Azure / AWS Cloud
• Managed and lead the 70 million Asset selection and the LAT project entirely.
• Utilized Python for machine learning model development and deployment on Azure Machine Learning Studio and Azure AI. Successfully implemented a Asset Selection model that improved that improves the Analyses in the Asset selections process.
• The Azure AI projects were LAT and Asset Selection were the part of the POC to explore how fast we can process the re insurance treaties and what technology we can leverage to solve the existing issues for the upcoming treaties.
• Help creating the entire testing pipeline.
• Worked on POC on LLM based project on Customer Representative system using the AWS sage maker
• Automated financial report generation using Python and AWS, extracting data from AWS Athena, and streamlining Excel report creation, resulting in a 50-hour reduction in manual effort for the team every quarter.
• Develop a web scraper to daily retrieve and extract financial rates information from PDF documents, seamlessly ingesting the data into the data lake by implementing ETL pipeline using AWS infrastructure.
• Generative AI Projects: Developed machine learning models to automate financial report generation and asset selection, utilizing Azure ML and AWS SageMaker for scalable AI solutions.
• NLP and Text Analytics: Led the development of natural language processing (NLP) models to enhance customer representative systems, leveraging large language models (LLM) for sentiment analysis and customer insights.
• Model Deployment: Deployed machine learning models using cloud platforms, ensuring scalability, performance, and high availability in production environments.