Kenta Ng 吳秋全 — Duplex Signal 曜弦科技 | NOC Alarm Intelligence, Hong Kong

Kenta Ng

吳秋全

Founder — Duplex Signal 曜弦科技 · EventBinder
IoTopic · NOC alarm intelligence · AI / IoT studio · Hong Kong · 創辦人

FROM MACHINES TO MEANING · 由機器到意義

SCROLL 向下

Thousands of raw signals in — alarms, sensors, telemetry.
A handful of real incidents out, each with a root cause.

海量原始訊號輸入 — 警報、感測器、遙測。IoTopic 濃縮成少量真正事故，並附上根因分析。

WHAT I BUILD · 正在打造

SIGNAL → INCIDENT INTELLIGENCE · AIOps · 訊號到事故

The judgment layer that sits above your existing feeds — NMS, syslog, SNMP, sensors, IoT telemetry. Thousands of raw signals in; a handful of explained incidents out. Rules first, LLM only for the messy residue. Runs on-prem or in your VPC.

建於你現有數據來源之上的判斷層 — NMS、syslog、SNMP、感測器、物聯遙測。海量原始訊號輸入，少量有根因的真正事故輸出。先以規則處理，難以歸類的才交由 LLM。可於內網或你的 VPC 部署。

iotopic.roadkeeper.ai ↗

The engine · parsing → correlation → root cause · 引擎

Starts as an offline replay tool: send a week of your alarm logs, get back a report — noise-reduction ratio, correlated incidents, operator-hours saved. No integration, no prod access, no procurement.

先以離線回放工具起步：提供一星期的警報記錄，換來一份報告 — 降噪比率、關聯事故、節省的操作工時。無需整合、無需生產權限、無需採購流程。

Lizr lizr.app ↗

Secure remote access · 安全遠端連線

Secure remote access to edge sites in restricted areas — per-domain routing, gateway to desktop. Built solo.

在受限地區安全連接邊緣站點 — 逐域路由，由網關到桌面端，獨力打造。

eventbinder.app ↗

AI / IoT SOFTWARE STUDIO · HONG KONG · SINCE 2019 · 創辦人

My Hong Kong software studio — client projects shipped end to end: HKU robotics, PolyU biomedical AI (gait analysis & knee-warning), Cabi.ai analytics, live-video platforms (H.265 / AV1). My first Hong Kong company.

我在香港的軟件工作室 — 端到端交付的客戶項目：港大機械人、理大生物醫學 AI（步態分析及膝患預警）、Cabi.ai 分析平台、即時影像平台（H.265／AV1）。這是我在香港開設的第一間公司。

beta.founderhere.com ↗

MY VERY FIRST COMPANY · TAIWAN · 2017 · 人生第一間

Where it all began — the first company I ever founded, in Taiwan back in 2017.

一切的起點 — 我人生第一間公司，2017 年在台灣創立。

DELIVERED · 落地實績

42hsolo to ship
極速上線

g63m.com — solo product

Real-time ride-hailing intelligence web app for HK drivers — built and shipped solo in about 42 hours with AI coding agents. 5+ drivers in the first two weeks.

為香港司機做的即時載客情報網頁應用 — 以 AI coding agents 約 42 小時內獨力完成上線,首兩星期 5+ 位司機使用。

11.6%speeding cut
超速下降

Solar, off-grid edge-AI road safety at Veolia's South East New Territories (SENT) Landfill (EventBinder) — live video, ANPR, IoT telemetry. Cut speeding incidents 11.6% in a month. Where IoTopic's edge-AI engine came from. gvl.roadkeeper.ai ↗

新界東南堆填區（Veolia 營運）的太陽能離網邊緣 AI 道路安全系統（EventBinder）— 直播、車牌辨識、物聯感測。曾令超速事件在一個月內下降 11.6%。IoTopic 的邊緣 AI 引擎，正源於此。

50dexam system
考試系統

PolyU · Applied Mathematics

Led a 9-person team (HKD 1M budget) to deliver the university exam system in 50 days — 6,000+ papers across 30+ exams — now the Macations platform. Also visiting lecturer in data science. macations.co ↗

帶領 9 人團隊（HK$100 萬預算），50 日內建成大學考試系統 — 涵蓋 30+ 場考試、6,000+ 份試卷，現已產品化為 Macations 平台。並任數據科學客席講師。

—robotics
機械人

HKU President's Office

Built a robotic facility-management system for a working university building — real-time monitoring, diagnostics and workflow automation.

為港大校長辦公室的實際運作大樓,建構機械人設施管理系統 — 實時監測、診斷與工作流程自動化。

18+orgs
機構

HKT · former full-time role

My former full-time role — enterprise networks and compliance-grade voice systems for HKT's clients: HKIA, HKEX, the Hong Kong Police (ICNMC) and 18+ major organisations.

我過往的正職 — 為 HKT 的客戶建構企業網絡及合規語音系統：機場、港交所、警務處通訊科（ICNMC）及 18+ 大型機構。

TRUSTED BY HK BANKS, REGULATORS & INSTITUTIONS · 受香港銀行、監管機構及大型機構信任

Much of my work sits in regulated Hong Kong environments — banks, financial-market infrastructure, and public institutions where reliability matters.
我的不少項目落在香港受監管環境：銀行、金融市場基建，以及重視可靠性的制度型客戶。

BANKS & FINANCIAL MARKETS · 銀行及金融市場