Data Scientist & Applied Machine Learning Engineer
Realtor.com | Jan 2018 - Present
Python
Machine Learning
Statistics
Data Science
Deep Learning
PyTorch
• Created scalable and optimized SQL queries to retrieve and aggregate terabytes of data from AWS Athena data lakes
• Performed Consumer Behavior Modelling using Tree-based Model Interpretation and singled out key variables impacting Consumer Churn
• Trained and deployed PyTorch CNN models(ResNext, ResNet, VGG16) using AWS SageMaker
Senior Developer (Business Intelligence & Data Analytics)
Bank of New York Mellon | May 2013 - Jul 2017
• Drove data analytic applications that involve metric reporting of financial and performance metrics of the firm.
• Mined and analyzed massive sets of Workforce Analytics data to identify the key trends of employee engagement for increasing operational efficiency and workforce performance.
• Analysed the trends of telecom, travel, infrastructure, and technology expenses incurred by the firm and predicted actionable insights to reduce the overall expense quotient of the firm.
• Developed queries and maintained database architecture for My Dashboard, an application that is used by the employees and clients across the worldwide branches of BNY Mellon.
• Won the BNY - Best of Class Award for successfully developing My Dashboard application and delivering it to numerous clients across the world.
• Knowledge-engineered actionable insights by mining financial and performance data to ensure efficient operation and functioning of the proper business sectors.
• Took care of End to End Delivery, Technical Support, and Documentation.