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 (50)
spec10
amazon-personalize10
ide9
aws9
ai8
agentic8
vscode6
sdk6
amazon6
vscode-extension6
cisco5
python5
stock-price-prediction5
typescript4
lambda4
Programming languages (6)
Github contributions (5)
timwukp/aws-security-posture-advisor-mcp
Aug 2025 - May 2026
MCP server for AWS security posture assessment and intelligent remediation - Enterprise-grade security analysis with 95/100 security score
Contributions:1 review, 2 PRs, 15 pushes in 9 months
timwukp/nlp-summit-workshop
Sep 2022 - Oct 2022
Contributions:21 commits, 20 pushes, 1 branch in 9 days
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