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Yanchen Ji

MSc student in Signal Processing and Machine Learning at Nanyang Technological University, Singapore.

I work on applied AI and computer vision, with experience spanning medical-imaging workflows, multimodal learning, embedded systems, and machine-learning experiments.

Focus Areas

  • Computer vision and medical imaging
  • Deep learning with Python and PyTorch
  • Image preprocessing, segmentation, and evaluation
  • Multimodal learning and applied machine learning
  • FPGA and embedded AI systems

Technical Stack

  • AI/ML: Python, PyTorch, deep learning, computer vision, multimodal learning
  • Medical Imaging: image preprocessing, segmentation, DICOM/NIfTI, SimpleITK
  • Embedded & Hardware: FPGA, Verilog, Vivado, Zynq, Raspberry Pi, signal processing

Selected Project Themes

  • 3D CT analysis workflows for vertebral-fracture classification and quantitative imaging
  • Multimodal pathology, molecular, and clinical-data modeling for cancer prognosis
  • Computer-vision components for a Raspberry Pi autonomous robot
  • FPGA-based signal processing and AI acceleration

Current

Open to AI Engineer, Machine Learning Engineer, Computer Vision Engineer, and Applied AI Engineer internship or junior opportunities in Singapore.

Some research and medical-imaging implementations remain private because they involve confidential or ongoing work.

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