Experience
2019 — Now
2019 — Now
Santa Clara, California, United States
• Developed and optimized Python-based tools and workflows for in-vehicle data collection, supporting DNN training and KPI dataset creation for the Drive IX platform.
• Spearheaded the integration and placement of sensors for passenger monitoring across vehicles
• Collaborated and deployed data collection programs with OEM partners to collect data across an extensive range of use cases and users
• Worked cross-functionally to integrate driver monitoring with self-driving systems to allow drivers to command navigation and turns based on real-time driver conditions
• Built samples in C++ to demonstrate SDK APIs for OEM usage in building in-vehicle applications
• Managed and validated IX SDK deployments across Nvidia and OEM partner vehicle fleets
• Integrated DNN models into a healthcare application used for patient assistance
• Orchestrated and led demos for business partners, C-level executives, and conferences
2018 — 2019
2018 — 2019
Santa Clara
• Assessed and implemented a drowsiness detection system based on steering angle, brake, and throttle inputs in NVIDIA’s Drive platform, enabling partners to leverage it in their platform
• Developed a C++ application to actuate a vehicle’s controls depending on driver detection, drowsiness and distraction levels, and body pose to provide an added layer of vehicle safety
• Designed an NLU pipeline in Python for an in-car assistant to predict and preserve conversational contexts to enhance natural conversation flows between the assistant and the driver
2018 — 2018
2018 — 2018
San Francisco Bay Area
• Spearheaded a project to integrate an Elasticsearch and Kibana stack to help teams better streamline their data and analyze it for clients
• Researched cluster analysis algorithms to predict block size for financial calculations
2017 — 2017
2017 — 2017
San Francisco Bay Area
• Optimized SQL queries to develop strategies that improved overall test accuracy by 5%
• Designed and maintained metrics to analyze workers’ job accuracy by monitoring test results
• Launched an API to monitor client satisfaction with tester reviews and refund those with low ratings
2014 — 2015
2014 — 2015
• Added and debugged front-end features in C# for the platform’s search engine
• Analyzed user data and investment performance to create strategies for user engagement
Education
UC Irvine