Founder2018 - PRESENTScalar Research
Technologies: Python, PyTorch, TensorFlow
- Worked at Scalar Research, a full-service artificial intelligence and advanced analytics consulting firm.
- Founded Scalar to bridge the gap between groundbreaking machine learning research and complex business challenges. Our team helps companies understand how they can leverage data to drive outsized improvements to their core metrics.
- Provided end-to-end services in strategy, R&D, and deployment for data-driven products and solutions.
- Helped companies develop their in-house capabilities with private workshops, lectures, and educational materials.
- Worked for various clients ranging from large corporations to startups in diverse industries, such as healthcare, chemicals, education, and software.
Research Assistant2017 - 2017Stanford Computer Vision Lab
Technologies: PyTorch, TensorFlow, Python
- Researched for AI-enabled smart hospitals that leverage computer vision methods to reduce the monitoring workload of clinicians.
- Developed deep learning models (based on RNNs and CNNs), end-to-end data pipeline, and annotation tools.
- Published a first-author paper that was selected for a spotlight presentation (top 10 papers) at NIPS ML4H 2017.
Research Intern2016 - 2017QxBranch
Technologies: TensorFlow, PyTorch, Python
- Researched quantum deep learning methods using the D-Wave 2X quantum computer.
- Developed a novel architecture and quantum-assisted learning algorithm for convolutional deep belief networks.
- Accepted for a poster presentation at the Adiabatic Quantum Computing Conference 2017 (Tokyo, Japan).
Software Engineer Intern2015 - 2015
- Implemented monitoring features for Google Cloud.
- Presented to enterprise customers.
- Was featured on the Google Cloud Platform Blog.
- Conducted market research, prepared mockups, and created proof of concept for upcoming Google Cloud Monitoring features.
Software Engineer Intern2014 - 2014
- Developed collaboration and data integrity features to streamline the workflow of large customers using Facebook Ads Manager.
- Created a plugin for an internal tool to increase developer productivity.