Suman Kumar Email & Phone Number

Texas, United States

New Brunswick, NJ, US

Seattle, WA, US

• Developed and deployed machine learning models to predict customer behavior, resulting in a 20% increase in targeted marketing efficiency.
• Leveraged advanced machine learning techniques such as ensemble methods to optimize recommendation systems, leading to a 25% improvement in AWS adoption.
• Engineered data pipelines for feature extraction and preprocessing to support machine learning model training, ensuring data consistency and quality throughout the process.
• Integrated data from diverse sources, including databases, APIs, and third-party systems.
• Architected robust and scalable data integration pipelines utilizing Pyspark, orchestrating the migration from a data warehouse to a data lake ecosystem.
• Executed end-to-end data responsibilities encompassing data modeling, ad-hoc analysis, and the formulation and implementation of algorithms to extract Marketing metrics within the AWS environment.

Fairfax, Virginia, US

• Worked on a DARPA-sponsored Machine Learning project whose goals were to use analog signals to detect malware in systems.
• As part of the project captured electromagnetic signals using different microcontrollers as part of data collection.
• Used machine learning algorithms for anomaly detection in these signals after training the model with fake signals generated using CycleGAN.

San Mateo, California, US

• Experienced in interpreting and analyzing data to drive the growth of top 5pharmaceutical companies in the USA.
• Loaded and transformed large sets of structured and semi-structured datafrom various downstream systems.
• Developed ETL pipelines using Spark and Hive for performing variousbusiness-specific transformations.
• Building data applications and automating the pipelines in Spark for bulk loadsas well as Incremental Loads of various Datasets.
• Worked closely with our data scientist teams and business consumers to shapethe datasets as per the requirements.
• Automated the data pipeline to ETL all the Datasets along with full loads andincremental loads of data.

Master Of Science - Ms, Data Science

Bachelor Of Technology (B.Tech.), Computer Science