logo
logo
Projects
Photography
Music
GIS
Open Source Contribution
Contributed to
@loaders.gl
• Added support for an alternative triangular mesh generation technique (Delatin) as an option for the terrain loader
delatin
Canadian Fires
Visualizing historical Canadian fires from 1930-2021 and predicting future fires in Ontario
• Visualizing historical Canadian fires with Deck.gl
• Natural language search with NLTK
• Predicting future Ontario fires with XBGoost Regression
• Flask and SQLite for backend
canadian-fires
NUXT Google Maps
A Vue Google Maps demo showcasing google maps & map search
• Tech Stack: Nuxt.js, Google Cloud Platform
vue-google-maps
Takcarly
(Available on the App Store)
A two in one app for taking care of elderly
• Caretakers can set events, schedule, remind & push custom notification events to the elderly that they are taking care of
https://laijackylai-storage-4ba35e5623621-main.s3.ap-southeast-1.amazonaws.com/public/takcarly/takcarly_1.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=ASIATMK7W5GU6TL3537D%2F20250703%2Fap-southeast-1%2Fs3%2Faws4_request&X-Amz-Date=20250703T102748Z&X-Amz-Expires=900&X-Amz-Security-Token=IQoJb3JpZ2luX2VjEAsaDmFwLXNvdXRoZWFzdC0xIkgwRgIhAMoKmn3r3tXNIPDKk3GA17D71tv1aN%2BgG0CLxOxvn%2B14AiEAuM4ko32SdrENHr9B7NdnuylYsDq%2FjrHojHKy7CBaT8MqtAUIFBADGgwyMzI2NjU4MzU5NDUiDGbBzBKDGQiH83r8DyqRBUdOP2E303M44h%2BZx114JfEYWPig1R3NdoOBqv5XypVpsQN%2F0H8hMd0Sh2xvSe2kiiXHoZ9Ssy5jSdO2Oc0BOhG8%2FawjVtTHZzOPkfzURMdwZXKdJV5eNQZnapam%2F%2FKcLK9UqqSOJdBpaY4MNZeV2K7QdcuIGfxq9zTQ6bCulkJZPDzQo0yNc9Cfb8frec%2B6VOmc6abaNOnPoJrpmkBPSNgwGpg0J9yd4GPKX08Gx6NSw58xQ42J%2Btzw6UBtUxKMJLXgac%2Fjp%2BxrQKoab7aOdeSeXAKDKmgcX9y8XVaw0TNX%2BJw2UB6suKOvowftiLNoLKb2yiiRks5mo0kVGZNpT2QgbKDOZ36xP3t2r56aiMIfbJJ5qbn8ei4j6ZeBoX3GwAmQPmWXUUMAvbaUgmVs9m%2B%2Fm3JP2MasHR%2F2D46cicXNZOulhrrlTcNB3YV6c%2FUFK%2B2jgrPZIV7H%2B3ntenz%2BStkoM3qy4ezciRfLFNfbpOmpmORSrjatQ6rJnV2CR%2FQ3HYPQoiRDtlcK7%2FCW6h1U0JV6dPSqnb2ERAy4cKuFk%2BkXeS74XzE3BC9tu9VHwSgRgMJM38dnlkaJFbGIk3nsQzDuZAWuZWbMjy%2BfddT%2BSMlHWfD6xvBvV289qNQH9B0EO5Px4gMjmdDMEVlQtwlerAl5%2B8AxBXlXjhVqY4t7utVTjjCFcP1ATYXeiti6hKGWliOs8ClVHph%2FQzMjb4dxSnhqiK%2ByjYKb6OklXQ3m3cvcUowKsyWr%2FwbDKsu%2BzLt%2BdBS4RuOF%2BHuhW%2BZJGKMw%2BB3MfGcASgQ1yq4v0XCjILh74RWkZbIWmoPUV5BEGyeFlTL2Kn7Dgu0KkSAEUblJLHTBQIbOlWooojCRd%2FoWMrj71jCktpnDBjrjAmB%2BJdKzcCELRcZYKuc%2FifuMmst8uc9UGQQNge5OVzI0y7pL04DhSdIx8h3Fmsii31SNjEiulbo0ORSkl7ICe%2FQnXG1oar%2B99MzGtqMKw%2FS8YsnqbprUQXFpbImjfbsn5TQLYz1L9jPJVSN3KM%2Be0dE130UdN7rAtdpTRUURVEFdhy5sGfSRvVYxWaaXjKVgSa0xh93HGRxc2RaACfOqEwVpOy6MerCW5TG3cH8ISCSRl68JoAo3hKUw%2FH%2Bja5zl4Xe9wa0PEw7fMCFd0A3y0juX3juTtOj%2BripxBxugA%2BtonhNp87Pv7WMNp3LYdRZkWB1Yz9DKWpemMsnzYBGZiM05eFcemUiDlE%2B2myhCy8EYmbJF%2BRPJ%2BK0zH%2FQIyggzunWbTllh8BGkVyUItCDzE6LqKT7aymk0750kRDqd6zgEsYxFPXRPa0SKdr1aV08wK2%2BmyH3MVYUC%2BI65SshElSKNsaE%3D&X-Amz-Signature=7ce360326ce611f6801a66501df3b3352252db76deced0c796ef5e8e2c2d9865&X-Amz-SignedHeaders=host&x-amz-user-agent=aws-sdk-js%2F3.6.4%20os%2Flinux%2F5.10.236-249.934.amzn2.x86_64%20lang%2Fjs%20md%2Fnodejs%2F18.20.8%20api%2Fs3%2F3.6.4%20exec-env%2FAWS_Lambda_nodejs18.x%20aws-amplify%2F5.3.3%20storage%2F2%20framework%2F102&x-id=GetObject
https://laijackylai-storage-4ba35e5623621-main.s3.ap-southeast-1.amazonaws.com/public/takcarly/takcarly_2.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=ASIATMK7W5GU6TL3537D%2F20250703%2Fap-southeast-1%2Fs3%2Faws4_request&X-Amz-Date=20250703T102748Z&X-Amz-Expires=900&X-Amz-Security-Token=IQoJb3JpZ2luX2VjEAsaDmFwLXNvdXRoZWFzdC0xIkgwRgIhAMoKmn3r3tXNIPDKk3GA17D71tv1aN%2BgG0CLxOxvn%2B14AiEAuM4ko32SdrENHr9B7NdnuylYsDq%2FjrHojHKy7CBaT8MqtAUIFBADGgwyMzI2NjU4MzU5NDUiDGbBzBKDGQiH83r8DyqRBUdOP2E303M44h%2BZx114JfEYWPig1R3NdoOBqv5XypVpsQN%2F0H8hMd0Sh2xvSe2kiiXHoZ9Ssy5jSdO2Oc0BOhG8%2FawjVtTHZzOPkfzURMdwZXKdJV5eNQZnapam%2F%2FKcLK9UqqSOJdBpaY4MNZeV2K7QdcuIGfxq9zTQ6bCulkJZPDzQo0yNc9Cfb8frec%2B6VOmc6abaNOnPoJrpmkBPSNgwGpg0J9yd4GPKX08Gx6NSw58xQ42J%2Btzw6UBtUxKMJLXgac%2Fjp%2BxrQKoab7aOdeSeXAKDKmgcX9y8XVaw0TNX%2BJw2UB6suKOvowftiLNoLKb2yiiRks5mo0kVGZNpT2QgbKDOZ36xP3t2r56aiMIfbJJ5qbn8ei4j6ZeBoX3GwAmQPmWXUUMAvbaUgmVs9m%2B%2Fm3JP2MasHR%2F2D46cicXNZOulhrrlTcNB3YV6c%2FUFK%2B2jgrPZIV7H%2B3ntenz%2BStkoM3qy4ezciRfLFNfbpOmpmORSrjatQ6rJnV2CR%2FQ3HYPQoiRDtlcK7%2FCW6h1U0JV6dPSqnb2ERAy4cKuFk%2BkXeS74XzE3BC9tu9VHwSgRgMJM38dnlkaJFbGIk3nsQzDuZAWuZWbMjy%2BfddT%2BSMlHWfD6xvBvV289qNQH9B0EO5Px4gMjmdDMEVlQtwlerAl5%2B8AxBXlXjhVqY4t7utVTjjCFcP1ATYXeiti6hKGWliOs8ClVHph%2FQzMjb4dxSnhqiK%2ByjYKb6OklXQ3m3cvcUowKsyWr%2FwbDKsu%2BzLt%2BdBS4RuOF%2BHuhW%2BZJGKMw%2BB3MfGcASgQ1yq4v0XCjILh74RWkZbIWmoPUV5BEGyeFlTL2Kn7Dgu0KkSAEUblJLHTBQIbOlWooojCRd%2FoWMrj71jCktpnDBjrjAmB%2BJdKzcCELRcZYKuc%2FifuMmst8uc9UGQQNge5OVzI0y7pL04DhSdIx8h3Fmsii31SNjEiulbo0ORSkl7ICe%2FQnXG1oar%2B99MzGtqMKw%2FS8YsnqbprUQXFpbImjfbsn5TQLYz1L9jPJVSN3KM%2Be0dE130UdN7rAtdpTRUURVEFdhy5sGfSRvVYxWaaXjKVgSa0xh93HGRxc2RaACfOqEwVpOy6MerCW5TG3cH8ISCSRl68JoAo3hKUw%2FH%2Bja5zl4Xe9wa0PEw7fMCFd0A3y0juX3juTtOj%2BripxBxugA%2BtonhNp87Pv7WMNp3LYdRZkWB1Yz9DKWpemMsnzYBGZiM05eFcemUiDlE%2B2myhCy8EYmbJF%2BRPJ%2BK0zH%2FQIyggzunWbTllh8BGkVyUItCDzE6LqKT7aymk0750kRDqd6zgEsYxFPXRPa0SKdr1aV08wK2%2BmyH3MVYUC%2BI65SshElSKNsaE%3D&X-Amz-Signature=69b012d021ecd3124368ed612c80701421d523923827b7ae3e73ff8edd230415&X-Amz-SignedHeaders=host&x-amz-user-agent=aws-sdk-js%2F3.6.4%20os%2Flinux%2F5.10.236-249.934.amzn2.x86_64%20lang%2Fjs%20md%2Fnodejs%2F18.20.8%20api%2Fs3%2F3.6.4%20exec-env%2FAWS_Lambda_nodejs18.x%20aws-amplify%2F5.3.3%20storage%2F2%20framework%2F102&x-id=GetObject
https://laijackylai-storage-4ba35e5623621-main.s3.ap-southeast-1.amazonaws.com/public/takcarly/takcarly_3.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=ASIATMK7W5GU6TL3537D%2F20250703%2Fap-southeast-1%2Fs3%2Faws4_request&X-Amz-Date=20250703T102748Z&X-Amz-Expires=900&X-Amz-Security-Token=IQoJb3JpZ2luX2VjEAsaDmFwLXNvdXRoZWFzdC0xIkgwRgIhAMoKmn3r3tXNIPDKk3GA17D71tv1aN%2BgG0CLxOxvn%2B14AiEAuM4ko32SdrENHr9B7NdnuylYsDq%2FjrHojHKy7CBaT8MqtAUIFBADGgwyMzI2NjU4MzU5NDUiDGbBzBKDGQiH83r8DyqRBUdOP2E303M44h%2BZx114JfEYWPig1R3NdoOBqv5XypVpsQN%2F0H8hMd0Sh2xvSe2kiiXHoZ9Ssy5jSdO2Oc0BOhG8%2FawjVtTHZzOPkfzURMdwZXKdJV5eNQZnapam%2F%2FKcLK9UqqSOJdBpaY4MNZeV2K7QdcuIGfxq9zTQ6bCulkJZPDzQo0yNc9Cfb8frec%2B6VOmc6abaNOnPoJrpmkBPSNgwGpg0J9yd4GPKX08Gx6NSw58xQ42J%2Btzw6UBtUxKMJLXgac%2Fjp%2BxrQKoab7aOdeSeXAKDKmgcX9y8XVaw0TNX%2BJw2UB6suKOvowftiLNoLKb2yiiRks5mo0kVGZNpT2QgbKDOZ36xP3t2r56aiMIfbJJ5qbn8ei4j6ZeBoX3GwAmQPmWXUUMAvbaUgmVs9m%2B%2Fm3JP2MasHR%2F2D46cicXNZOulhrrlTcNB3YV6c%2FUFK%2B2jgrPZIV7H%2B3ntenz%2BStkoM3qy4ezciRfLFNfbpOmpmORSrjatQ6rJnV2CR%2FQ3HYPQoiRDtlcK7%2FCW6h1U0JV6dPSqnb2ERAy4cKuFk%2BkXeS74XzE3BC9tu9VHwSgRgMJM38dnlkaJFbGIk3nsQzDuZAWuZWbMjy%2BfddT%2BSMlHWfD6xvBvV289qNQH9B0EO5Px4gMjmdDMEVlQtwlerAl5%2B8AxBXlXjhVqY4t7utVTjjCFcP1ATYXeiti6hKGWliOs8ClVHph%2FQzMjb4dxSnhqiK%2ByjYKb6OklXQ3m3cvcUowKsyWr%2FwbDKsu%2BzLt%2BdBS4RuOF%2BHuhW%2BZJGKMw%2BB3MfGcASgQ1yq4v0XCjILh74RWkZbIWmoPUV5BEGyeFlTL2Kn7Dgu0KkSAEUblJLHTBQIbOlWooojCRd%2FoWMrj71jCktpnDBjrjAmB%2BJdKzcCELRcZYKuc%2FifuMmst8uc9UGQQNge5OVzI0y7pL04DhSdIx8h3Fmsii31SNjEiulbo0ORSkl7ICe%2FQnXG1oar%2B99MzGtqMKw%2FS8YsnqbprUQXFpbImjfbsn5TQLYz1L9jPJVSN3KM%2Be0dE130UdN7rAtdpTRUURVEFdhy5sGfSRvVYxWaaXjKVgSa0xh93HGRxc2RaACfOqEwVpOy6MerCW5TG3cH8ISCSRl68JoAo3hKUw%2FH%2Bja5zl4Xe9wa0PEw7fMCFd0A3y0juX3juTtOj%2BripxBxugA%2BtonhNp87Pv7WMNp3LYdRZkWB1Yz9DKWpemMsnzYBGZiM05eFcemUiDlE%2B2myhCy8EYmbJF%2BRPJ%2BK0zH%2FQIyggzunWbTllh8BGkVyUItCDzE6LqKT7aymk0750kRDqd6zgEsYxFPXRPa0SKdr1aV08wK2%2BmyH3MVYUC%2BI65SshElSKNsaE%3D&X-Amz-Signature=e7ba7f72904dcc123fb6e2c5063a96997cad3c2b01959ecd82ba916fe3606bb9&X-Amz-SignedHeaders=host&x-amz-user-agent=aws-sdk-js%2F3.6.4%20os%2Flinux%2F5.10.236-249.934.amzn2.x86_64%20lang%2Fjs%20md%2Fnodejs%2F18.20.8%20api%2Fs3%2F3.6.4%20exec-env%2FAWS_Lambda_nodejs18.x%20aws-amplify%2F5.3.3%20storage%2F2%20framework%2F102&x-id=GetObject
Senior Design Project
3D Tidal and Cloud Visualization System
The Tech Stack
Data Processing:
• 3D Terrain (hkdsm)
pythonLogogithubLogo
• Tidal Data (hktides)
pythonLogogithubLogo
• Radar Data (hkradar)
pythonLogogithubLogo
Frontend:
• React.js (hkterrain)
reactLogogithubLogo
Technical Report: