Ye Hua

Senior Solution Architect at Lenovo, focused on AI-driven operations, AIOps, multi-cloud management, and sustainable computing.

Ye Hua

I am a solution architect in enterprise IT operations and management. My work focuses on applying AI and machine learning to intelligent operations, digital transformation, AI-assisted monitoring, and hybrid multi-cloud management.

00Knowledge Map

Everything I touch, from me outward: work, projects, talks, patents, awards, content and the technologies that connect them.

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Lenovo AI Workspace dashboard — recent Lenovo-era work
Since joining Lenovo · Dec 2024 – now

Recent work

Only work from the Lenovo era (December 2024 onward): AI products, enterprise AI platforms, agent skills and the infrastructure behind them. Eight projects, Oct 12 – Nov 12, 2026, each with dates and the tech used.

AI Brief HubTeams assistantPrivate networkEvent Q&A skillDGX Spark devAI WorkspaceBriefing CDNInvitation skill

Own · Notion project page

AI Brief Hub homepage at aibriefhub.com showing the Article picks section
Since Oct 14, 2026 · aibriefhub.com

AI Brief Hub

A bilingual (Chinese / English) hub for the day's top AI news: each story comes with key points, primary sources and a heat score, and the archive can be filtered by company, technology, impact and date. Stories are picked from what is most discussed on X and checked against primary sources by an automated agent pipeline; optional narrated explainers accompany each edition. Article picks brings together enterprise AI articles with bilingual summaries, original thumbnails, and links to the sources.

AI news hubAI agentsX APIBilingual

Screenshot: aibriefhub.com Article picks

01AI Products & Automation3

Systems that run on their own every day.

Guide showing how to subscribe to the AI Brief Hub briefing in an enterprise assistant and deliver it to Teams
Oct 22 – 23, 2026

Briefing distribution and assistant integration

Moved the videos to object storage behind a dedicated HTTPS CDN domain, aibriefhub.com, with a fixed naming scheme, upload verification and a machine-readable “latest” pointer, so an enterprise AI assistant skill can fetch the newest episode on its own.

Tencent Cloud COSCDNPython

Own guide graphic

Automated Executive AI Intelligence Brief card pushed by AI Strategy Watch
Active · semi-automated since mid-2025

AI Strategy Watch

An automated executive AI intelligence system that monitors public enterprise-AI signals, scores them for strategic impact, and pushes structured briefs into a chat channel. A semi-automated version is already running day to day; the design covers real-time alerts, a daily intelligence brief and trend analysis.

AgentsTeams / chat pushScoringAutomation

Own · Notion project page

GLT 2025 · completed

MyAI meeting support at GLT 2025

Ran the enterprise AI assistant through a high-stakes leadership meeting: discussion from eighteen tables and the main stage was turned into customized summaries and syntheses in six formats, with zero support incidents and a round-the-clock war room behind it.

MyAIMeeting agentSummarization

02Enterprise AI Platforms3

AI brought into the tools large teams already use.

Lenovo AI Workspace project hero image from Notion
Oct 13 – 23, 2026 · latest release Oct 23, 20:42

Enterprise AI Workspace platform

Shipped a run of releases for an internal AI workspace: a Chinese/English management console with role-based account management and a verified offline upgrade path (Oct 23), page-visit analytics with sign-in attribution (Oct 20), and a standalone meeting dashboard (Oct 19). Built with AI coding agents.

TypeScriptPrismaCodexprivate repo

Own · Notion project page

Microsoft Teams logo
Oct 25, 2026

AI assistant inside Microsoft Teams

Brought an internal enterprise AI assistant into Teams group chats as a custom tab with single sign-on working end to end, and piloted a self-hosted agent as a Teams bot: app manifest packaging, Azure Bot registration and a Cloudflare Tunnel webhook. The bot install is awaiting tenant approval.

Microsoft TeamsAzure BotCloudflare TunnelOpenClaw

Logo: Microsoft, via Wikimedia Commons

Slide: monitoring and automation deployed in IBM China Systems Center
2021 – 2023

Intelligent monitoring and ChatOps automation

Designed machine-learning models that predict server performance and failures and raise alerts automatically, and wired ServiceNow and PagerDuty into Slack-based ChatOps so incidents are routed by severity to the right runbook or engineer. Used Maximo Visual Inspection on OpenShift for image-based asset and data center monitoring.

AIOpsMachine learningServiceNowPagerDutySlackOpenShiftMaximo

Slide: own SREcon22 APAC deck (USENIX)

03Agent Skills2

Packaged skills that let AI assistants do real work.

Oct 24, 2026, 22:43

Event Q&A assistant skill v1.4.1

Rebuilt the knowledge pack behind a concierge assistant for a large technology event: a 202-page master deck processed into a searchable PDF, registration lookup verified, and the build reviewed by a second coding agent before release.

Agent skillsLibreOfficeGhostscriptCodex

Invitation skill quick start: upload a guest list and Outlook templates
Oct 12, 2026, 18:53

Meeting invitation generator skill v1.4.1

An assistant skill that turns uploaded templates and guest lists into ready-to-send Outlook invitation drafts with per-guest CC, plus a short summary report. Follows v1.1.2 (Sep 30), which fixed recipient resolution.

Agent skillsOutlook OFTPythonprivate repo

Frame: own training video

04AI Infrastructure & Dev2

The machines and networks behind the work.

NVIDIA DGX Spark desktop AI computers
Oct 24, 2026

Remote AI development on DGX Spark

Set up an NVIDIA DGX Spark as a remote coding workstation that AI agents can drive: Codex CLI reachable over a secured jump host and proxy, used to build skills and to have one agent review another's work.

NVIDIA DGX SparkCodex CLISSH

Photo: NVIDIA

Headscale logo
Hardened Oct 23, 2026 · ingress added Oct 25

Self-hosted private network

Runs a self-hosted, Tailscale-compatible control plane that joins a laptop, the DGX Spark, a cloud VPS and a home-lab VM into one private mesh. Cleaned up idle clients and stale firewall rules on Oct 23, and added public HTTPS ingress with no open ports through Cloudflare Tunnel on Oct 25.

HeadscaleWireGuardDockerCaddyCloudflare

Logo: headscale project (BSD-3-Clause)

05Sustainable Computing4

Data-driven efficiency for real production data centers.

Architecture diagram of app-centric data center sustainability management and optimization
2021 – 2023

Full-stack sustainability optimization platform

Technical and project lead for an end-to-end platform in IBM's Beijing systems center: infrastructure observability, application performance management, active resource management and dynamic workload scheduling, measured with about 100 sustainability metrics across four dimensions. A volunteer innovation project with more than 80 colleagues from 8 countries.

IoTAIObservabilityHybrid cloudKubernetes

Diagram: own (Notion)

Slide: full-stack sustainability optimization in IBM China Systems Center, with the DCD award
IBM Beijing systems center

Energy-efficient data center, annual PUE 1.25

Built and operated a high-availability data center at an annual PUE of 1.25 while keeping service SLAs and SLOs, through airflow redesign, infrastructure monitoring and data-driven efficiency tuning. Awarded Best Data Center Efficiency in China (Datacenter Dynamics GCG, 2012).

DCIMFacility monitoringCapacity management

Slide: own SREcon22 APAC deck (USENIX)

IBM LinuxONE 4 systems in a data center
2022

LinuxONE Emperor 4 sustainability demo

Delivered the sustainability demo and live demo with the software team for the global launch and promotion events of IBM LinuxONE Emperor 4. The demo was published on the IBM LinuxONE website and the product won a 2022 SEAL Sustainable Product Award.

IBM LinuxONELive demo

Image: IBM LinuxONE website

Engineers measuring UPS batteries in the data center
2023

Sustainable battery lifecycle management

IoT sensors monitor UPS batteries in real time; mechanism models and AI models analyze battery health, detect anomalies and recommend proactive maintenance. Monitoring and analysis run in production for the systems center's SREs; end-of-life prediction and waste management were proven in PoC.

IoTAI modelsReal-time dashboards

Photo: SREcon23 APAC slides (USENIX)

06Talks & Publications7

Conference sessions and published research.

Ye Hua's KubeCon China 2024 speaker profile
Hong Kong · Aug 2024

KubeCon + CloudNativeCon + Open Source Summit + AI_dev China 2024

Participated in the conference, with a proposed session on full-stack sustainability optimization of cloud-native workloads with open-source software in real-world production: challenges of heterogeneous infrastructure, real-time data analysis, AI-driven insights and automation.

KeplerPrometheusGrafanaAnsible

Own speaker profile (Sessionize)

Session title card, Open Source Summit North America 2023
Open Source Summit North America · May 2023

Optimizing Full-Stack Sustainability in a Real World Data Center

Co-presented with Chen Wang and Fan Jing Meng at the Linux Foundation's Open Source Summit.

TalkSustainability

Thumbnail: The Linux Foundation (YouTube)

Session title card, Open Source Summit Europe 2023
Open Source Summit Europe · Sep 2023

When Observability Meets Sustainability: A Real World Experience

Co-presented with Marcelo Amaral and Fan Meng: a measurement system for sustainable computing and a live demo in a heterogeneous, hybrid cloud data center.

TalkObservability

Thumbnail: The Linux Foundation (YouTube)

Title slide of the SREcon23 APAC session Towards Zero Carbon
SREcon23 Asia/Pacific · Jun 2023

Towards Zero Carbon: Sustainable Battery Lifecycle Management in Data Centers

Presented by IBM colleagues David Cesarano and Fanjing Meng: how IoT sensing and AI models extend battery life and cut waste in a production data center.

TalkSRE

Slide: USENIX SREcon23 APAC

Title slide of the SREcon22 APAC talk
SREcon22 Asia/Pacific (USENIX) · 2022

Sustaining Everything, Everywhere, All at Once!

Concepts and technical challenges of a full-stack sustainability optimization platform, its measurement standards and testing approach, with an end-to-end live demo.

TalkSRE

Slide: own SREcon22 APAC deck (USENIX)

Launch event of the Blue Paper for Sustainable Computing
IBM & CAICT · Jan 5, 2023

Blue Paper for Sustainable Computing

Co-author. Wrote the chapter on the design and results of sustainable computing at IBM China Systems Center, in the blue paper jointly published with the China Academy of Information and Communications Technology.

Publication

Photo: CAICT (WeChat)

Announcement of the 2022 Triband Tech Fest for APAC
Nov 2022

AoT Triband Tech Fest 2022, APAC

Live demos and panel discussion on sustainability strategy, green IT and sustainable IT infrastructure.

PanelDemo

Image: IBM Academy of Technology (Notion)

07Patents & Recognition9

Patent drawing FIG. 2 from US patent application Dynamic data collection
Published application · filed Jan 17, 2023 · published Jul 18, 2024

Dynamic data collection

US patent application US 2024/0241885 A1 (app. 18/155,242). Scheduling data collection from the temporal pattern of data generation, resource pricing and collection goals. Inventors include Hua Ye; assignee IBM. LinkedIn lists this under Patents; Google Patents shows a published application, not a grant.

US 2024/0241885 A1IBMData collection

Drawing: Google Patents

Patent drawing from US patent application Resource aware data mining and analysis
Published application · filed Jan 16, 2023 · published Jul 18, 2024

Resource-aware data mining and analysis

US patent application US 2024/0241870 A1 (app. 18/154,985). Builds resource-aware dynamic operational data collection and analysis plans for technical environments. Inventors include Hua Ye; assignee IBM. LinkedIn lists this under Patents; Google Patents shows a published application, not a grant.

US 2024/0241870 A1IBMAIOps

Drawing: Google Patents

Patent drawing from US patent application on storage device data anomalies
Published application · filed Jun 1, 2023 · published Dec 5, 2024

Detecting and predicting electronic storage device data anomalies

US patent application US 2024/0403181 A1 (app. 18/204,707). Detects and predicts storage-device data anomalies. Inventors include Hua Ye; assignee IBM. Matches Notion disclosure P202204601.

US 2024/0403181 A1IBMStorage

Drawing: Google Patents

Patent drawing from US patent application on ML power consumption estimation
Published application · filed Oct 6, 2023 · published Apr 10, 2025

ML model-based power consumption for application requests

US patent application US 2025/0117551 A1 (app. 18/482,094). Estimates power used when addressing application requests with machine-learning models. Inventors include Hua Ye; assignee IBM. Matches Notion disclosure P202204600 / application energy monitoring.

US 2025/0117551 A1IBMEnergy

Drawing: Google Patents

Illustration associated with Ye Hua invention patent records
Invention disclosure · Sep 3, 2012

Methods and apparatus for server gaseous corrosion detection

Listed on LinkedIn Patents and on the Notion Invention Patent page as IBM disclosure CN8-2012-0791 (also written CN820120791). No public CNIPA or USPTO publication was found under that title with inventorship confirmed, so this is shown as a disclosure, not a granted patent.

IBM disclosure CN8-2012-0791Data center

Source: Notion Invention Patent page · LinkedIn

IBM receives the Outstanding Case award at the World Internet Conference 2023
2023

World Internet Conference Outstanding Case

IBM LinuxONE, part of the IBM Full-Stack Sustainable Computing Solution, recognized as one of 13 Outstanding Cases of 2023.

Award

Image: own (Notion)

ESG Architecture Award ceremony, The Open Group
The Open Group · Dec 2023

ESG Architecture Award

Recognition for the full-stack sustainable computing project's multi-technology architecture design and validation.

Award

Photo: own (Notion)

Executive summary header of the winning Sustainability Challenge 2022 project
2022

Innovation awards

First prize, Best Project Award in the GCG Innovation Factory, with the Excellent Project Leader Award; winner of the Resilient IT Infrastructure theme in the Sustainability Challenge 2022.

Awards

Slide: own (Notion)

IBM Profession Certification, Certified IT Specialist, Level 2 Expert badge

Certifications

IBM Technical Specialist Profession, Expert (Level 2); Enterprise Design Thinking; Data Science Foundation; Developing an AI/ML Data Strategy (2025); Lenovo – Managing in the AI Era (2025).

Certifications

Badge: own certification

08Content & Photography4

Covers of two of my Xiaohongshu videos: DiagramGPT and extreme weather

Xiaohongshu: AI & science explainers

Short explainer videos I make and publish as 星尘, including “DiagramGPT 告别手动画图” (DiagramGPT: no more drawing diagrams by hand), “神奇的动作捕捉” (motion capture), “与动物对话” (talking to animals), “极端天气的成因与预测” (causes and prediction of extreme weather) and “网球 数据大揭秘” (tennis by the numbers). 1,533 likes and saves.

VideoXiaohongshuAI

Own · Xiaohongshu

Cover of my Cycling in Beijing video at Shichahai

WeChat Channels

Short videos published on WeChat Channels (微信视频号) as 星尘stardust.mike. Search the account name in WeChat to watch.

VideoWeChat Channels

Own · video cover

Frame from my YouTube vlog at Angkor Wat, Cambodia

Travel vlogs on YouTube

Travel and city vlogs, including Angkor Wat, a New Zealand road trip, a US East Coast road trip, Kyoto and the first snow in Beijing.

VideoTravelYouTube

Own · YouTube

Sunset over Houhai lake, Beijing

Photography

Photography is a long-running passion outside work.

Photography

Photo: Ye Hua