Summary

1+ years of designing ML/DL models for multiple applications, such as Facial recognition systems, validation code recognition, movie recommendation system, AOI Defect detection, Image augmentation with GAN, and building stock indicators with ML models.

Biography

  My name is Yi Cheng Hung and majored in Computer Science at the National Taipei University of Technology. I devoted myself to Machine Learning and Deep Learning skills, especially in Computer Vision during college. I was one of the committee members in the Programming Club and conducted four conferences regarding Machine Learning with team members. I have been a professional lecturer at four conferences about Machine Learning. I have been a volunteer for an information organization (Students' Information Technology Conference).

  Speaking of my working experience in AI-related skills, I was responsible for using StyleGAN to Augment our Face Detection dataset in SkyREC, and the dataset had successfully increased to 100 times more than before. When I worked for inFlux, I built the database for the Optical Character Recognization (OCR) system and built the data pipeline. In my spare time, I transferred the web crawler service into docker. Now I work at Synergies, I maintain production scheduling products, use reinforcement learning to refactor our old algorithm, ETL tremendous data with python and SQL, and implement ML models to solve corporate projects.