Taccio Yamamoto
Senior Machine Learning Engineer at Samsara
- Role
- Senior Machine Learning Engineer at Samsara
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
Experience
Senior Machine Learning Engineer
Aug 2019 — Present · San Francisco, CA, US
Machine Learning Infrastructure Team- Building ML inference platform with Ray Serve- Built out deploy pipeline by integrating Argo CD with EKS cluster Device Services Team- Built report for customers to monitor their hotspot data usage and token battery life- Fixed multiple high-priority customer escalations.Site Reliability Engineering Team- Lead mitigations for multiple major outages- Implemented various compute and networking optimizations to decrease daily AWS cost by $1800 per day ($650K per year)- Implemented DNS caching at the AMI layer- Limited access to customer data on dev laptop to decrease the risk of data leakage Observability Team- Instrumented Lightstep end-to-end distributed tracing to identify root cause performance bottlenecks and system errors- Built tools to measure page load performance of user interactions and perceived user load times.
Education
University of Illinois Urbana-Champaign
Bachelor of Science (B.S.), Computer Science
2014
University of Illinois Urbana-Champaign
Master of Computer Science , Computer Science
2018 — 2019
Skills
- Java
- Teamwork
- Social Media
- Leadership
- Public Speaking
- Data Analysis
- Python
- Event Planning
- Time Management
- Microsoft Office
- C++
- Front-End Development
- Research
- Back-End Web Development
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