<?xml version="1.0" encoding="UTF-8"?><oembed><type>video</type><version>1.0</version><html>&lt;iframe src=&quot;https://www.loom.com/embed/aca6b8a2d36848759b95754b148e8fa2&quot; frameborder=&quot;0&quot; width=&quot;1920&quot; height=&quot;1440&quot; webkitallowfullscreen mozallowfullscreen allowfullscreen&gt;&lt;/iframe&gt;</html><height>1440</height><width>1920</width><provider_name>Loom</provider_name><provider_url>https://www.loom.com</provider_url><thumbnail_height>1440</thumbnail_height><thumbnail_width>1920</thumbnail_width><thumbnail_url>https://cdn.loom.com/sessions/thumbnails/aca6b8a2d36848759b95754b148e8fa2-96a7d94481d70e99.gif</thumbnail_url><duration>140.31</duration><title>Innovative Solutions for Urban Transportation and Resource Management</title><description>In this video, I introduced our project called Cheetah Drill, which aims to optimize public transportation by mapping underground geology for subway and tunnel construction. We compiled a large dataset of soil, bedrock, and freshwater reserves to find the best drilling paths, ultimately reducing costs and congestion in urban areas. I demonstrated how our model can identify optimal routes for both subway tunnels and groundwater extraction. We also discussed potential applications for resource extraction, such as oil and freshwater. I encourage you to consider how this technology could impact urban planning and resource management.</description></oembed>