Developed Multimodal models with Patch Graph Convolutional Networks for predicting cancer patient survival rates using Gigapixel Whole Slide Image, mRNA and microbe data

Research in AI Robustness and Stability.Designed and conducted experiments about backdoor attacks on semantic segmentation models.Developing knowledge distillation pipeline on improving transferability of adversarial attack between CNNs and Transformer models.

Compiled, processed, and analyzed histopathological images using ImageJ and PTGuiImplemented a robust image registration pipeline using JAVA and ImageJ framework to improve registration accuracy

Built a 3D modeling process in SketchUp, enhancing the visualization and design of satellite ground stations.Leveraged Ruby with HTML to design and deliver user interfaces and customized toolbars in 3D models, effectively demonstrating antenna signal interference to the design department.Developed a full-stack application using Ruby to configure the azimuth and elevation of antennas in the 3D model, increasing accuracy and efficiency in design processes.