Experience

Research Experience

Software/Hardware Co-design Lab (Sharc Lab) (Aug. 2023 - Present)
Graduate Researcher
Circuits and Systems Lab (CASL) (Feb. 2020 - 2023)
Undergraduate & Graduate Researcher
- Project: Intelligent Semiconductor Working for the Multi-Band Smart Radar
  - Designed and implemented recurrent neural network inference system for time series radar data
  - Developed a method of dynamic pruning for instruction-set based neural network inference processor
- Project: 3D spatial data processing and applied technology research:
  - Developed a method for efficient implementation of activation function in HW and for improving inference speed in neural networks
- Project: Image and sound fusion technology:
  - Developed a low-latency Convolutional-LSTM based fault diagnosis system for time-series data
Electronics and Telecommunication Research Institute (ETRI) (Dec. 2018 - Feb. 2019)
Leader of Undergraduate Researcher of Autonomous Driving System Research Group
- Project: Development of Driving Computing System Supporting Real-time Sensor Fusion Processing for Self-Driving Car:
  - Involved in preprocessing data, feeding it to neural network, and running it through jetson board