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=ASIATMK7W5GUUDZBHO62%2F20250823%2Fap-southeast-1%2Fs3%2Faws4_request&X-Amz-Date=20250823T052709Z&X-Amz-Expires=900&X-Amz-Security-Token=IQoJb3JpZ2luX2VjEM7%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEaDmFwLXNvdXRoZWFzdC0xIkcwRQIgG3nepObMw9%2BH5n%2FYL51dhj%2By1WyaYdPQ7pFNPMqFc4wCIQDLASBmG3i3N0DeUJqev8FRJAmrneT0kS6dbISQvAEbXCqzBQgnEAMaDDIzMjY2NTgzNTk0NSIM2BqFCiuxbeDx5c0hKpAFn4P%2BfYSkWtrj8e0%2By2aHd2PMpaQa6hSQ8%2Boe9Qj9VdERIw1E9AkeGhtSywgJJbD%2B7PlvGuD4Kiv3SMQFkex5%2FqP7Nh%2F33INtOiUxQRcynYWSXN0FjiPV8DmHMvIzhPLRIwJk0rh%2B1oCGTONT99LqUImaadr8g%2Fga3hX9JzoPih6oDBMXQQBZhHMCLZhHmLO2szNDZnLTD0gMPg8UF7xDwOmIuqe0%2BmKzt%2BCXYM%2BEMTnI5%2FjwH49REBoQBFlip0UUJPTUPdIJkVKfbrPiWZHj6OywTjjIQ9lbCyFGalG6aDrXjYROhMu8JYforJQWdhrhM0tOeUq3zdaILNCb9LjZLV4CNvVI5SQQIBHd3PYaTctUY8TZoDHW1aVorcjc1dSu704N%2B%2BOdVdgAn4AjeLgfjdhq%2FQmSBXNj%2F%2Beg7g8fUHrQp%2ByZgLPpox9TfqeU0rWMjdM9o3NVgjYSS0TZr1VT1Cpw9LTV9BxkCAKhCPad4k5c32CBbEQOdvKchrQv5hZGUwrwY%2FcqPy58dwbcGUyn%2B%2BSDV4pQZq%2F5%2FTzb7Ur5i3daucuZrZBOP77MjHAjTVLBIt16yRODD5vlNmJuZhbZXeFnHCcro13hMw5zoNiLwDpIwUvudqnhh76gxuc1e33viMTguHsfEksKCbbBy144WQX%2BdjWCLPgCtxlnWyCYhIpfOQRIdL30yhu2hbr1Lwqv6G7EKMuQ6UyDr%2BphJANuENxbYfv6SHv3%2Fg%2Bspgru%2FfPL15fcHW9T14fBGUOBTiUuZAFKrJYInplbCIfT7AQ500Yu7rAER%2FgBOLOGW6D6H5MNJFrqMHdDUQ7IoD8sWA5ZkxbZpbewEC2XG%2BYguWDQPjkLDisjsMn7lU33eCa1JgcwraKlxQY64wJIgMXFhZcIEfOf0oJ2YNzwkx1IMHl6OlKs4Lz9tWgxCe22KwbAyEz0acP8vp6oQHN2Wx4YWv38KUe7hjf0xoCtwMRgDgxwlBn4Vf0zZMyNoIVUfEmz7IlGsH033qF9M%2BCAm9uXmg5p0Gln4xphYffAsv0wB5Ila0F74kBSX2eY7d%2FyjtZS0ZwWBYSb8Ehxr4o0HJCJdrWNFyKlWgMriBOJuyH%2BkrjwuqmhoGDZupcfyzpBVO%2Bxfrd6hWsfYM0Z4%2BrNSNPKmFfzC5qD6bud8GR4qznPq94bz%2B3NB8gALRmgq1xLk03rfXd7kEgkGYzc9lQBDvkFhi1u8AH4e4l%2Fe5%2FPHZIVuDuSRbYfvaDhdU8wHww3uq%2Fxkz4Vnbl9ZfwprbiJieyjvQv2QdEGLCZJ948NtR12GW7iqsJWdfX8h7XsDoWcLKofvTLkNeIbR9N8ombtpx4fZexQbuV6FwOLgFIMMh0A&X-Amz-Signature=d7ff77a11a253448a745dac097f8331e99ace4fd1f59ee5e286d3d29e5b9f296&X-Amz-SignedHeaders=host&x-amz-user-agent=aws-sdk-js%2F3.6.4%20os%2Flinux%2F5.10.239-261.959.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=ASIATMK7W5GUUDZBHO62%2F20250823%2Fap-southeast-1%2Fs3%2Faws4_request&X-Amz-Date=20250823T052709Z&X-Amz-Expires=900&X-Amz-Security-Token=IQoJb3JpZ2luX2VjEM7%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEaDmFwLXNvdXRoZWFzdC0xIkcwRQIgG3nepObMw9%2BH5n%2FYL51dhj%2By1WyaYdPQ7pFNPMqFc4wCIQDLASBmG3i3N0DeUJqev8FRJAmrneT0kS6dbISQvAEbXCqzBQgnEAMaDDIzMjY2NTgzNTk0NSIM2BqFCiuxbeDx5c0hKpAFn4P%2BfYSkWtrj8e0%2By2aHd2PMpaQa6hSQ8%2Boe9Qj9VdERIw1E9AkeGhtSywgJJbD%2B7PlvGuD4Kiv3SMQFkex5%2FqP7Nh%2F33INtOiUxQRcynYWSXN0FjiPV8DmHMvIzhPLRIwJk0rh%2B1oCGTONT99LqUImaadr8g%2Fga3hX9JzoPih6oDBMXQQBZhHMCLZhHmLO2szNDZnLTD0gMPg8UF7xDwOmIuqe0%2BmKzt%2BCXYM%2BEMTnI5%2FjwH49REBoQBFlip0UUJPTUPdIJkVKfbrPiWZHj6OywTjjIQ9lbCyFGalG6aDrXjYROhMu8JYforJQWdhrhM0tOeUq3zdaILNCb9LjZLV4CNvVI5SQQIBHd3PYaTctUY8TZoDHW1aVorcjc1dSu704N%2B%2BOdVdgAn4AjeLgfjdhq%2FQmSBXNj%2F%2Beg7g8fUHrQp%2ByZgLPpox9TfqeU0rWMjdM9o3NVgjYSS0TZr1VT1Cpw9LTV9BxkCAKhCPad4k5c32CBbEQOdvKchrQv5hZGUwrwY%2FcqPy58dwbcGUyn%2B%2BSDV4pQZq%2F5%2FTzb7Ur5i3daucuZrZBOP77MjHAjTVLBIt16yRODD5vlNmJuZhbZXeFnHCcro13hMw5zoNiLwDpIwUvudqnhh76gxuc1e33viMTguHsfEksKCbbBy144WQX%2BdjWCLPgCtxlnWyCYhIpfOQRIdL30yhu2hbr1Lwqv6G7EKMuQ6UyDr%2BphJANuENxbYfv6SHv3%2Fg%2Bspgru%2FfPL15fcHW9T14fBGUOBTiUuZAFKrJYInplbCIfT7AQ500Yu7rAER%2FgBOLOGW6D6H5MNJFrqMHdDUQ7IoD8sWA5ZkxbZpbewEC2XG%2BYguWDQPjkLDisjsMn7lU33eCa1JgcwraKlxQY64wJIgMXFhZcIEfOf0oJ2YNzwkx1IMHl6OlKs4Lz9tWgxCe22KwbAyEz0acP8vp6oQHN2Wx4YWv38KUe7hjf0xoCtwMRgDgxwlBn4Vf0zZMyNoIVUfEmz7IlGsH033qF9M%2BCAm9uXmg5p0Gln4xphYffAsv0wB5Ila0F74kBSX2eY7d%2FyjtZS0ZwWBYSb8Ehxr4o0HJCJdrWNFyKlWgMriBOJuyH%2BkrjwuqmhoGDZupcfyzpBVO%2Bxfrd6hWsfYM0Z4%2BrNSNPKmFfzC5qD6bud8GR4qznPq94bz%2B3NB8gALRmgq1xLk03rfXd7kEgkGYzc9lQBDvkFhi1u8AH4e4l%2Fe5%2FPHZIVuDuSRbYfvaDhdU8wHww3uq%2Fxkz4Vnbl9ZfwprbiJieyjvQv2QdEGLCZJ948NtR12GW7iqsJWdfX8h7XsDoWcLKofvTLkNeIbR9N8ombtpx4fZexQbuV6FwOLgFIMMh0A&X-Amz-Signature=2649600a25ef579079647179765e29a5e2ed56d1f4df37afcbfbe4df54c5e374&X-Amz-SignedHeaders=host&x-amz-user-agent=aws-sdk-js%2F3.6.4%20os%2Flinux%2F5.10.239-261.959.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=ASIATMK7W5GUUDZBHO62%2F20250823%2Fap-southeast-1%2Fs3%2Faws4_request&X-Amz-Date=20250823T052709Z&X-Amz-Expires=900&X-Amz-Security-Token=IQoJb3JpZ2luX2VjEM7%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEaDmFwLXNvdXRoZWFzdC0xIkcwRQIgG3nepObMw9%2BH5n%2FYL51dhj%2By1WyaYdPQ7pFNPMqFc4wCIQDLASBmG3i3N0DeUJqev8FRJAmrneT0kS6dbISQvAEbXCqzBQgnEAMaDDIzMjY2NTgzNTk0NSIM2BqFCiuxbeDx5c0hKpAFn4P%2BfYSkWtrj8e0%2By2aHd2PMpaQa6hSQ8%2Boe9Qj9VdERIw1E9AkeGhtSywgJJbD%2B7PlvGuD4Kiv3SMQFkex5%2FqP7Nh%2F33INtOiUxQRcynYWSXN0FjiPV8DmHMvIzhPLRIwJk0rh%2B1oCGTONT99LqUImaadr8g%2Fga3hX9JzoPih6oDBMXQQBZhHMCLZhHmLO2szNDZnLTD0gMPg8UF7xDwOmIuqe0%2BmKzt%2BCXYM%2BEMTnI5%2FjwH49REBoQBFlip0UUJPTUPdIJkVKfbrPiWZHj6OywTjjIQ9lbCyFGalG6aDrXjYROhMu8JYforJQWdhrhM0tOeUq3zdaILNCb9LjZLV4CNvVI5SQQIBHd3PYaTctUY8TZoDHW1aVorcjc1dSu704N%2B%2BOdVdgAn4AjeLgfjdhq%2FQmSBXNj%2F%2Beg7g8fUHrQp%2ByZgLPpox9TfqeU0rWMjdM9o3NVgjYSS0TZr1VT1Cpw9LTV9BxkCAKhCPad4k5c32CBbEQOdvKchrQv5hZGUwrwY%2FcqPy58dwbcGUyn%2B%2BSDV4pQZq%2F5%2FTzb7Ur5i3daucuZrZBOP77MjHAjTVLBIt16yRODD5vlNmJuZhbZXeFnHCcro13hMw5zoNiLwDpIwUvudqnhh76gxuc1e33viMTguHsfEksKCbbBy144WQX%2BdjWCLPgCtxlnWyCYhIpfOQRIdL30yhu2hbr1Lwqv6G7EKMuQ6UyDr%2BphJANuENxbYfv6SHv3%2Fg%2Bspgru%2FfPL15fcHW9T14fBGUOBTiUuZAFKrJYInplbCIfT7AQ500Yu7rAER%2FgBOLOGW6D6H5MNJFrqMHdDUQ7IoD8sWA5ZkxbZpbewEC2XG%2BYguWDQPjkLDisjsMn7lU33eCa1JgcwraKlxQY64wJIgMXFhZcIEfOf0oJ2YNzwkx1IMHl6OlKs4Lz9tWgxCe22KwbAyEz0acP8vp6oQHN2Wx4YWv38KUe7hjf0xoCtwMRgDgxwlBn4Vf0zZMyNoIVUfEmz7IlGsH033qF9M%2BCAm9uXmg5p0Gln4xphYffAsv0wB5Ila0F74kBSX2eY7d%2FyjtZS0ZwWBYSb8Ehxr4o0HJCJdrWNFyKlWgMriBOJuyH%2BkrjwuqmhoGDZupcfyzpBVO%2Bxfrd6hWsfYM0Z4%2BrNSNPKmFfzC5qD6bud8GR4qznPq94bz%2B3NB8gALRmgq1xLk03rfXd7kEgkGYzc9lQBDvkFhi1u8AH4e4l%2Fe5%2FPHZIVuDuSRbYfvaDhdU8wHww3uq%2Fxkz4Vnbl9ZfwprbiJieyjvQv2QdEGLCZJ948NtR12GW7iqsJWdfX8h7XsDoWcLKofvTLkNeIbR9N8ombtpx4fZexQbuV6FwOLgFIMMh0A&X-Amz-Signature=122850365227ebdaf58056a9daca64f8753c48b7b9b8f35f7326491cd00c82bc&X-Amz-SignedHeaders=host&x-amz-user-agent=aws-sdk-js%2F3.6.4%20os%2Flinux%2F5.10.239-261.959.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: