Work experience

• Intern at Samsung Semiconductor RF system team (2024 Summer)
  • Developed a human gesture recognition system using mmWave FMCW SISO radar. To overcome SISO limitations, proposed to use a range-Doppler map as input to an LSTM-based classifier, demonstrating accurate detection of microgestures including finger tap.
  • Supervisor: Dr. John Kim and Dr. Dongwoo Kim
• Research Intern at Intel Labs Wireless AI team (2022 Summer)
  • Applied adaptive learning algorithms for user selection in massive MU-MIMO systems to enhance adaptability to environmental variations. Developed transfer learning and meta-learning algorithms to minimize the data required for model adaptation in new environments.
  • Supervisor: Dr. Hosein Nikopour and Dr. Oner Orhan