“I have known Ken since the University days when we were classmates in the faculty of Mechanical Engineering and again when we have the chance to explore business opportunities for the companies we worked for recently. Ken has always been the top student amongst our peers and always on top of things in assignments and lectures. His helpfulness and generosity with guiding the weaker students then stood out for me. At work, Ken is a firm leader in his team and an innovator when it comes to product design. His keen appreciation of the trends in the industry and how it can fit into the practicality of an efficient work environment is outstanding. A true professional that adds much value for any organization!”
About
Learn. Build. Innovate. Roboticist: This is my job
Activity
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I am helping an artist friend from the Singapore Watercolor Society sell this stunning original watercolor painting and I thought it will resonate…
I am helping an artist friend from the Singapore Watercolor Society sell this stunning original watercolor painting and I thought it will resonate…
Liked by Ken Chan, PMP
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Looking forward to speaking at ChargedUp - EV Ecosystem in Singapore alongside fellow industry leaders on "Building the EV Ecosystem : Collaboration…
Looking forward to speaking at ChargedUp - EV Ecosystem in Singapore alongside fellow industry leaders on "Building the EV Ecosystem : Collaboration…
Liked by Ken Chan, PMP
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🚀 Autonomous Driving in Herford: DB RegioAG Launches First Test Operations in ULTIMO project! 🚀 Today, for the first time, an autonomous vehicle…
🚀 Autonomous Driving in Herford: DB RegioAG Launches First Test Operations in ULTIMO project! 🚀 Today, for the first time, an autonomous vehicle…
Liked by Ken Chan, PMP
Experience
Education
Licenses & Certifications
Publications
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OPENNLU: Open-Source Web-Interface NLU Toolkit for Development of Conversational Agent
Proc. Asia-Pacific Signal and Information Processing Association (APSIPA) Annual Summit and Conference (ASC), Auckland, New Zealand, December 2020, pp. 381-385
The Natural Language Understanding (NLU) module in a conversational agent interprets and understands the user’s query. As the application scenario evolves, there is a need to periodically update the knowledge database that supports the agent by adapting or re-training the NLU model. Such periodic updates could be time-consuming to the developers and system administrator since it requires manual efforts. In this paper, we present the OpenNLU toolkit, a user-friendly interface for building and…
The Natural Language Understanding (NLU) module in a conversational agent interprets and understands the user’s query. As the application scenario evolves, there is a need to periodically update the knowledge database that supports the agent by adapting or re-training the NLU model. Such periodic updates could be time-consuming to the developers and system administrator since it requires manual efforts. In this paper, we present the OpenNLU toolkit, a user-friendly interface for building and updating the knowledge database, and evaluating NLU module. This paper describes in detail the architecture, important features and design of the web-based tool, as well as the backend features which are supported by popular Rasa NLU toolkit, and deep learning libraries such as Tensorflow, and PyTorch. This paper also demonstrates the training and evaluation processes on in-house datasets alongside other benchmarking datasets (ATIS and Snips) to exemplify the usage of OpenNLU toolkit as to validate proof of concepts. The open-source OpenNLU toolkit is available to the research community 1 .
1 https://github.com/oyfml/opennluOther authors -
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Singapore Autonomous Bus (SGAB) Dataset
The SGAB dataset focuses on perception tasks: Detection, Tracking and Prediction; and was developed to accomplish these tasks. With images and lidar point clouds covering the urban environment mounted on a bus traversing Singapore Roads. The choice of a bus as the ego vehicle presents new challenges such as a larger blindspot area, sparse lidar point clouds amongst others.
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English
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Chinese (Simplified)
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Project Management Professional
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Selamat Hari Raya Aidilfitiri! Wishing you a blessed and joyful Syawal filled with happiness, prosperity and togetherness. Please forgive any…
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🎉 Celebrating Together—This is Just the Start! 🚀 Today, HI Mobility (parent company of Handal Indah Sdn Bhd, operating as Causeway Link) takes a…
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We are pleased to announce this significant collaboration with Grab Malaysia to provide sustainable mobility in the ride-hailing sector. This…
We are pleased to announce this significant collaboration with Grab Malaysia to provide sustainable mobility in the ride-hailing sector. This…
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