Welcome to my personal web page! As a master student at the University of Washington, I am actively seeking 2022 MLE summer intern opportunities. My major interests are Computer Vision and Object Tracking.

Work Experience

• Machine Learning Engineer (Intern) at Xilinx, Inc.
  Neural Network Post-Training Quantization by Block Reconstruction [Confidentiality Required]
  [Video Demo] [Open Source Code] [Citation]
  • Reconstructed CNN at the block granularity to balance between cross-layer dependency and overfitting.
  • Adopted adaptive rounding for weights and learned step size for activation to achieve low bit quantization.
      
      

Selected Projects

• Tracktor for Multi-Object Tracking on Pedestrians   
    
• GAN based Celebrity Face Image Generator   
    
• Instance Segmentation on Balloon dataset   
    
• Parallelism based analysis of American geographical population distribution   
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