Sr. Associate (Information Technology & Data Science)
Roc Capital LLC
Led machine learning infrastructure efforts at a hedge fund, optimizing deployment and serving of models for
pricing real estate derivatives. Leveraged MLFlow, Docker, Kubernetes, and Spark to streamline model development
and deployment pipelines, ensuring scalability and reliability. Designed model performance monitoring and maintainence
systems using Prometheus, Tensorboard and Grafana.
Jan, 2019 - Aug, 2019, May, 2021 - Aug, 2022
Data Science Intern
Thomson Reuters
Spearheaded the creation and rollout of deep learning pricing models tailored specifically for exotic credit default swaps.
Established robust infrastructure pipelines using Jenkins for efficient deployment and serving. Implemented real-time
monitoring solutions leveraging Prometheus and Fiddler, enabling continuous tracking of model performance metrics.
Additionally, integrated TensorRT for accelerated model inference, optimizing computational efficiency and
reducing latency in real-time pricing calculations.
May 2018 - August 2018
Research Associate
Reserve Bank of India
Designed and implemented a scalable data warehousing and visualization platform using Hive, Spark, Tableau, and MongoDB,
handling portfolio data for 14.6 million investors over 10 years with 236 billion records. Orchestrated efficient data processing
and transformation, ensuring high performance and reliability. Integrated MongoDB for flexible storage and retrieval of unstructured
data components. Utilized Tableau for intuitive visualizations, empowering stakeholders with actionable insights for informed
decision-making.
June 2014 - May, 2017