Engineering Leadership at the Intersection of AI and Innovation
With 15+ years of experience in the academy and industry, I had the opportunity to work on challenging problems with amazing people.
Lumiro AI
Founder & CEO
- Built the team of five people of Lumiro AI
- Designed and built both Android and iOS apps, and the backend services and cloud infrastructure.
- Worked on GTM strategy, customer acquisition, and retention.
lumiro.app
Twilio
Engineering Manager
- Led the development of a new team to build and maintain the speech engine for Twilio Autopilot.
- Reduced the incidents and on-call duties of the GA product by 80%.
- Led the End Of Life effort of Twilio Autopilot: owned the whole process from planning to execution, collaborated effectively with the leaders in the company from Product to Finance, PS to GTM, Sales Enablement to Developer Experience, communicated with the customers for a smooth migration.
twilio.com
Twilio
Staff Machine learning Engineer
- Developed a rule-free, fully generalizable, T5-based classify-extract-normalize model to recognize the receipt numbers and improved the F1 score of the previous model by 35%, led a first big customer to sign a contract
- Designed and built a Machine Learning Metadata service to address the shared need for principled registration, promotion, and rollback of machine learning models and servables across different environments in a reliable and traceable manner.
- Designed and led Asset Manager Service that addresses the lifecycle of audio and text assets at Twilio AI Team.
- Designed and built Transformer Service that runs on Kubernetes, which can be used to train highly accurate and light models with a few examples.
twilio.com
Seven Bridges Genomics
Research Engineer
- Worked on finding better representations using neural networks for processes such as tobacco smoking and UV light that result in cancer.
- Developed a benchmarking tool for somatic variant caller analysis
sbg.com