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Yumei Huang

@yumeihuang

Principal software quality engineer specializing in virtualization testing, network protocol optimization, and AI-driven test automation.

China

Message

What I'm looking for

I’m looking for a role where I can own quality and reliability end-to-end—virtualization feature validation, low-level network performance, and AI-assisted test automation—working with strong engineering teams that value measurable outcomes and open-source collaboration.

I’m a Principal Software Quality Engineer with 10+ years focused on virtualization development and testing at Red Hat, pairing low-level network protocol optimization with rigorous validation of virtualization core features. I’ve improved TCP/UDP behavior in user-mode networking (passt/pasta), including retransmission reliability, epoll-based TCP send tuning, and rootless Podman-friendly loopback forwarding via the --splice-only mode.

I also build AI-assisted quality systems and automation: I developed an AI-driven automated test orchestration workflow (PyTorch/TextCNN with commit-message embeddings via Word2Vec) and integrated it into CI/CD using FastAPI and Jenkins for automated prediction and test-scope reporting. In open-source (passt/pasta, avocado-vt, tp-qemu), I’ve contributed extensively—35+ PRs to frameworks and 110+ PRs to test suites—covering memory, CPU, and migration with functional, integration, and regression testing that I drive to closure.

Experience

Work history, roles, and key accomplishments

Current

Principal Software Quality Engineer

Current

Red Hat

Sep 2015 - Present (10 years 8 months)

Optimized user-mode TCP/UDP networking in passt/pasta, fixing SYN retransmission issues and improving handshake success rates in unstable networks, and delivering near host-native throughput in iperf3 benchmarks. Built AI-driven automated test orchestration for QEMU with a multi-label TextCNN model (95% accuracy, 92% recall) and integrated it into a Jenkins-based CI/CD pipeline; also contributed 3

C++TCP Socket Programming IPerf3 PyTorch TextCNN fastAPI QEMU

Software Engineer

Institute of Software, Chinese Academy of Sciences

Jul 2014 - Aug 2015 (1 year 1 month)

Developed local clients for network account management by modifying Linux PAM modules and shadow toolsets to support user lifecycle management. Implemented solutions using C and Shell with PAM and Linux security tooling.

C++Shell PAM Linux Security Linux Systems Programming Lifecycle Management Shadow Utilities