# Gilbert A.

> AI Engineer | AI Agents, Tooling & ML + Systems

Location: San Francisco Bay Area, United States
Profile: https://flows.cv/gilbert

AI / ML engineer at Microsoft focused on AI/ML systems, large-scale telemetry, and developer productivity.

I build end-to-end pipelines and agentic tooling that translate complex infrastructure signals into decisions. My work includes creating the Azure Host MCP, enabling Copilot-driven root-cause analysis, and productionizing research that has resulted in publications, patents, and significant improvements in reliability and efficiency.

I’m motivated by building AI agents that meaningfully augment how information workers and engineers operate.

## Work Experience
### Software Engineer II @ Microsoft
Jan 2021 – Present | San Francisco Bay Area
• Azure Host OS Data Intelligence and Data Science
    - Agents and MCP for cloud reliability and OS developers productivity
    - Memory failure prediction and mitigation 
• Azure Digital Twins

### Software Engineer @ Microsoft
Jan 2019 – Jan 2021 | Cambridge, Massachusetts
Machine Learning Software Engineer in Microsoft Artificial Intelligence Acceleration Development Program (MAIDAP). 

• Built safeguarding system for deploying new query optimizer runtimes in COSMOS, Microsoft’s internal big data cloud system without performance regression. Utilized machine learning to ensure safe deployment in the cloud system (MLOps / AIOps). 

• Developed optimal virtual machine configuration recommendation system based on telemetry and machine learning.

• Spearheaded productionalization effort for state-of-the-art AIOps (infusion of AI into cloud platform and DevOps process) algorithm (AiDice) for 1P and 3P adoption. Coordinating collaboration across multiple organizations and time zones.

• AI feature for Microsoft Whiteboard.

### Software Development Engineer Intern @ Bizzy Indonesia
Jan 2018 – Jan 2018 | Greater Jakarta Area, Indonesia
• Built new features on contract management system of B2B e-commerce platform
• Developed automated email notification feature for customers and Bizzy’s internal back office
• Improved API performance by at least two times by taking advantage of the company’s micro service architecture and NodeJS concurrency
• Collaborated with quality assurance team to swiftly fix various bugs
• Administered user acceptance testing on various features of the company’s flagship product prior to beta launch

### Chief Product Officer Analyst Intern @ Ruangguru
Jan 2017 – Jan 2017 | Greater Jakarta Area, Indonesia
• Introduced process flows for future products involving social learning
• Researched on the integration of gamification into company's products 
• Analyzed the operation challenges and produced on actionable steps on improvements
• Devised various wireframes involving administrator panel for content management system (CMS)
• Assisted in marketing campaign ideation stage

### Operation and Service Development Intern @ PT Bank Central Asia Tbk
Jan 2016 – Jan 2016 | Greater Jakarta Area, Indonesia
• Designed user experience and interface for the new corporate intranet powered by Microsoft Sharepoint


## Education
### Bachelor of Arts - BA in Data Science
University of California, Berkeley


## Contact & Social
- LinkedIn: https://linkedin.com/in/gantonius
- GitHub: https://github.com/gantonius

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Source: https://flows.cv/gilbert
JSON Resume: https://flows.cv/gilbert/resume.json
Last updated: 2026-03-22