Timothy Wu
Software Development Engineer at Amazon Web Services (AWS)
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolTimothy Wu is a Software Development Engineer at AWS with 11 years of experience focused on AI/ML, big data, and scalable cloud systems. He has driven production-grade integrations for SageMaker—leading MLflow support, region automation that cut deployment time by 91%, and robust deletion and feature-flag frameworks used by enterprise customers. Timothy combines hands-on ML workflow orchestration and infrastructure automation with reliability engineering, having halved weekly Sev-2 incidents and improved workflow robustness and throughput across multiple projects. His background in applied and computational mathematics and an MS in Applied Data Science informs pragmatic, data-driven solutions from model training to operational observability for generative AI. Early career work spans ML model improvement, custom data tooling, and teaching discrete methods, reflecting both technical depth and a talent for translating complex concepts for others. He’s equally comfortable optimizing low-level pipelines and enabling large teams to run safe, large-scale ML experiments in production.
11 years of coding experience
1 year of employment as a software developer
Bachelor of Arts - BA, Applied and Computational Mathematics + Computer Science Minor, Bachelor of Arts - BA, Applied and Computational Mathematics + Computer Science Minor at University of Southern California
Github Skills (46)
amazon-personalize10
amazon10
aws9
serverless8
apic6
api4
sdk4
network-automation4
cisco4
python3
aws-amplify3
computer-vision3
ios3
amazon-comprehend3
panorama3
Programming languages (4)
Github contributions (5)
timwukp/nlp-summit-workshop
Sep 2022 - Oct 2022
Contributions:21 commits, 20 pushes, 1 branch in 9 days
timwukp/personalized-marketing-campaign
Sep 2023 - Oct 2023
Contributions:47 pushes, 1 branch in 27 days
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