AI and Data Science Engineer
2015 - PRESENTIndependent Consultancy- Built fine-grained visual classification models.
- Created image translation models for Sketch in order to help with image generation and style transfer.
- Implemented text recognition from images using convolutional recurrent neural networks.
- Developed an object-detection model for apparel detection.
- Created prototypes for anomaly detection in a surveillance camera video feed using unsupervised techniques.
- Developed protoypes for human crowd counting on video feeds from street cameras.
Technologies: Scikit-learn, PyTorch, KerasComputer Scientist
2015 - 2015Adobe- Investigated the use of topological methods for data analysis.
- Explored research use cases for Adobe's digital marketing portfolio.
- Designed a topic modeling system to understand user behavior and engagement from their mobile phone usage.
Technologies: PythonMember of Technical Staff
2006 - 2007Netapp- Designed and implemented a data deduplication module for a virtual tape library.
- Developed a proof of concept to show the effectiveness of data deduplication.
- Maintained the back-end code for a content management module.
Technologies: C++, CSenior Software Engineer
2002 - 2006Philips- Designed and implemented enhancements for workflow management of cardiovascular intervention software.
- Built and designed a memory management module for efficient image storage and retrieval.
- Created an import-and-export module of a patient database.
- Performed the onsite system integration and testing at Philips Medical Systems, Netherlands.
- Designed test cases and tested different modules before the release of the software.
Technologies: C++, C