Machine Learning Intern

Key Achievements

• Co-developed and trained a Multi-layer Perceptron (MLP) that reduced the calculation time of a critical financial metric by 70%, giving clients significantly faster access to preliminary estimates.
• Presented our work at the Analytics Forum 2025 on model optimization and infrastructure architecture, including the use of MLPs, AWS pipelines, and data transformation strategies.
• Designed and implemented end-to-end AWS infrastructure, including robust ETL pipelines integrating multiple data sources (databases, FSx servers), and automated model deployment using AWS Glue and Lambda functions.