Kent Huang

InfuseAI

Senior Engineer (Fully Remote) • Nov 2018 — Present

AI Agent Workflow Research

• Research and evaluate agent harness workflows, with a focus on human–agent decision-making, review quality, and cognitive burden
• Compare agent workflows with baseline coding agents and develop evaluation approaches for tracking changes across workflow and model versions

Recce & Recce Cloud

• Contribute to Recce and Recce Cloud development, including cloud infrastructure and product release workflows

PipeRider: A data reliability toolkit for data pipelines

• Contributed as one of the main developers of the PipeRider open-source project
• Designed and implemented the initial AWS cloud architecture for the SaaS product

PrimeHub: A multi-user MLOps platform for Kubernetes

• Designed and implemented MLOps applications on Kubernetes
• Operated bare-metal Kubernetes clusters in production
• Designed AWS infrastructure for internal development and production environments

Open Source Contributions

• PrimeHub-AWS-CDK: AWS infrastructure for PrimeHub built with AWS CDK
• Crane: A desktop application for building and managing container images
• PipeRider: A data reliability tool for SQL-based data sources

Public Talks

• FOSDEM 2022: An easy and elegant way to manage and build your notebook images
• Taipei.py, July 2022: The Story Behind PipeRider Developing (in Mandarin)

Umbo Computer Vision

Hacker • Sep 2016 — Oct 2018

Backend Services

• Designed, implemented, and maintained scalable backend API services
• Improved CI/CD processes across the development team
• Designed schemas and tuned performance for SQL and NoSQL databases
• Built internal data collection systems for business intelligence
• Designed and implemented AWS infrastructure for global operations

iOS App Maintenance

• Built the iOS app build and deployment pipeline
• Maintained the existing iOS app

VMFive

Software Developer • Aug 2015 — Aug 2016

Real-Time App Streaming

• Built and optimized software video and audio encoders for VMFive's app streaming product from the ground up
• Designed and implemented a client-side software audio decoder for mobile browsers
• Designed and implemented frame control mechanisms to reduce bandwidth usage and decoding overhead

DevOps & Team Practices

• Planned security measures for production servers
• Served as Scrum Master and helped the team adopt agile development practices

Trend Micro

Senior Software Engineer • Sep 2012 — Jul 2015

Virus Scan Engine Development

• Developed scan engine features to detect previously unrecognized malware
• Reverse-engineered malware binaries to analyze malicious behavior and implement detection mechanisms
• Optimized the table lookup algorithm in a Windows kernel antivirus filter driver to improve real-time scanning performance
• Maintained scan engine components, including Windows kernel-mode filter drivers and user-mode libraries across Windows, Linux, Mac OS X, FreeBSD, and Solaris
• Worked with support engineers to investigate customer issues and provide timely solutions

Award

• Employee of the Quarter Award: Q2 2014

Training

• Advanced Malware Training at Trend Micro

THLight Co. Ltd

iOS Technical Consultant • Jul 2011 — May 2012

Internal Development Support

• Developed shared modules for photo capture, Facebook SDK integration, and YouTube playlist retrieval

Client Projects

• Ezprice iOS app
• MyGoNews iOS app
• iPad campus map app for people who are blind
• DVR/NVR viewer for iPhone and iPad

Trend Micro

R&D Summer Intern • Jul 2010 — Aug 2010

Virus Scan Engine QA

• Designed and implemented a web crawler to collect malware samples from the internet

National Tsing Hua University, Taiwan

Master of Computer Science, Cyber Security • 2010 — 2012

• Research focused on network and system security

National Tsing Hua University, Taiwan

Bachelor of Science in Computer Science • 2006 — 2010

Primary Programming Languages

C/C++, Go, Python, JavaScript, x86/x64 assembly

Additional Programming Languages

Perl, Objective-C, shell scripting

Cloud & Infrastructure

AWS, AWS CDK, Kubernetes, CI/CD

Systems & Security

Systems programming, Windows kernel drivers, x86/x64 reverse engineering, malware analysis

Hacks in Taiwan Conference

Volunteer • 2012 — Present

Volunteer providing live interpretation for technical talks

• Pour-over coffee
• Surfing, Snowboarding, Skateboarding