Senior Software Engineer
CurrentIn my role as a Senior Data Engineer & Python Developer at Pennymac, I spearheaded the development and management of advanced data solutions that optimized operational efficiency and data-driven decision-making. I crafted and maintained Python scripts with libraries like Pandas and Numpy to enhance data processing capabilities. I was instrumental in designing and managing PostgreSQL databases, developing robust FastAPIs for real-time data services, and orchestrating complex data workflows using Apache Airflow. I also led the integration and management of AWS technologies, including Redshift, Kinesis, and EMR, to support extensive data warehousing, streaming, and processing tasks. My efforts included deploying machine learning models with AWS SageMaker and implementing infrastructure automation with AWS CloudFormation, significantly improving scalability and reliability across the organization’s data systems. Additionally, I managed AWS Identity and Access Management (IAM) to ensure secure access and adherence to best practices for data security and compliance.