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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
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Posts
Simplifying Industrial Automation with Real-Time Multi-Camera AI
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In the heart of the industrial automation revolution, the Metropolis multi-camera tracking system emerges as a beacon of innovation, seamlessly integrating with NVIDIA’s AI suite to redefine efficiency and safety in complex industrial settings. Developed by a pioneering software engineer, Metropolis creates a real-time, comprehensive map from hundreds of camera feeds, guiding autonomous mobile robots through intricate environments with unparalleled precision. This fusion of real-time AI and digital twin technology not only showcases the potential to drastically reduce operational downtime but also marks a significant leap forward in the quest for smarter, more responsive industrial ecosystems. Through this lens, we glimpse the future of automation, where digital precision and human ingenuity converge to create harmonious, highly optimized workplaces.
Introducing Metropolis AI Workflows & Microservices 1.0: Revolutionizing Multi-Camera Tracking
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The Metropolis AI Workflows & Microservices 1.0 is officially live and is set to revolutionize the way enterprises and our ecosystem approach centralized perception across an array of matrixed sensors. One of the most exciting features of this release is the Multi-Camera Tracking app, which I had the pleasure of developing. The app is a reference architecture for video analytics applications that tracks people across multiple cameras and provides the counts of unique people seen over time. This is also known as Multi-Target Multi-Camera (MTMC) tracking.
A Love-Filled Day: Macy Lee and I’s Dream Wedding in Malaysia!
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On a beautiful day in Seremban, Malaysia, Macy Lee and I had our dream wedding. It was a day filled with love, joy, and the presence of God that we will cherish forever.
My Work on the NVIDIA TAO Toolkit 4.0: People Re-Identification and Pose-Based Action Recognition Networks
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NVIDIA has recently announced the release of the TAO Toolkit 4.0, which includes several exciting new features and enhancements. As a developer who has contributed to the toolkit, I’m thrilled to share my experience working on the people re-identification and pose-based action recognition networks, as well as the end-to-end video analytics pipelines on the Triton Inference Server.
Waymaker Church: Making a Way in the Wilderness
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Starting a new church can be a daunting task. However, when a group of Christ followers feel called by God to spread the Gospel, they know they must answer. That’s exactly what happened with the team at Waymaker Church.
Macy Lee and I Tie the Knot: Our Intimate Vow Ceremony
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Love is a beautiful thing, and nothing symbolizes that more than a wedding ceremony. Macy Lee and I, two lovebirds who have been together for a while, decided to take our relationship to the next level by tying the knot in an intimate vow ceremony. We chose the beautiful rooftop lounge of Augusta Apartments in Seattle, WA, to exchange our vows in front of our church and lab friends.
A Thanksgiving Proposal: How I Popped the Question to Macy Lee
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Love is in the air, and when it’s time to take that big step, nothing is more exciting than the perfect proposal. For me, that moment came on Thanksgiving Day in 2021, at my friend’s house in Bothell, WA. I proposed to my girlfriend, Macy Lee, and I’m thrilled to say that she said yes!
Behind the Innovation: My Work on Amazon One
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I am excited to share my experience working on the Amazon One project, an innovative identity service that uses people’s palm for payment, entry, and more. As a member of the research team that developed and launched Amazon One, I had the opportunity to contribute to this groundbreaking technology in significant ways.
Robust Video Object Tracking via Camera Self-Calibration - My Ph.D. Defense Experience
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I am pleased to announce that I have successfully passed my Ph.D. Dissertation Defense in the Department of Electrical and Computer Engineering (ECE) at the University of Washington (UW). This has been a long and challenging journey, and I am grateful for the support of my supervisory committee, colleagues, sponsors, family, friends, and my faith.
Winning the People’s Choice Award at Code for the Kingdom Hackathon - Seattle 2019
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As a software developer, I love to participate in hackathons to test my skills and knowledge, as well as to collaborate with fellow tech enthusiasts. One of the most exciting hackathons I have participated in is Code for the Kingdom (C4TK) - Seattle 2019, where my team won the People’s Choice Award.
Becoming an Elder: A Calling to Serve the Church
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I still remember the feeling of excitement and awe when I received the news that I had been elected to be a Session Elder of the University Presbyterian Church (UPC). It was an honor that came with great responsibility and a strong sense of duty to serve my fellow members and the church community as a whole.
portfolio
Portfolio item number 1
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Portfolio item number 2
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publications
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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