Peter Tseng Email & Phone Number

Hsinchu City, Taiwan

Sigmastar (a subsidiary of MediaTek), Listed in Shenzhen in March 20241. Developed AI HDR fusion models for long and short exposure, optimizing the training process to achieve motion area de-ghosting effects that surpass academic papers and industry products. 2. Created AI DRC models, enhancing contrast in backlit areas beyond current traditional algorithms while maintaining the adjustability of traditional DRC. 3. Developed AI AWB, combining traditional AWB algorithms to significantly improve white balance for faces and solid color objects. 4. Engineered AI 3DNR, developing a detailed and temporally stable model architecture, achieving clean, non-smearing characteristics in high ISO scenes. 5. Designed AI Scene Detection, synthesizing training images for specific scenes to enhance image quality (IQ). 6. Developed AI Super Resolution, creating a model with motion compensation, significantly reducing aliasing artifacts in the output images. 7. Quantized AI models and deployed them on AI ISP chips. 8. Developed and maintained traditional algorithms for 3A statistics and compression.

Taipei City, Taiwan

1. Participated in AI Camera Project and studied academic papers on Image Aesthetic Assessment, Photo Enhancer(Night Sight).2. Developed and maintained HTC Sense Companion, HTC’s first AI APP. Rewrote architecture of Spark, reducing number of RDD Join and increasing the efficiency of operating Spark on AWS by 30%.3. Attended conference on AI Technology as delegate from HTC. Hosted meetings and discussions related to AI Technology, covering topics including Apache Spark, Deep Learning, Convolutional Neural Network, and Generative Adversarial Network.

Taiwan

1. Implemented big data application project for Ministry of Science and Technology, analyzing trending travel topics and forecasting probability of forming commercial tour groups. Utilized Google Trends and analyzed information collected from travel agencies, with help of Tensorflow to predict if specific tour groups would be commercially formed. Published research paper in IEEE conference.2. Fine-tuned thesis paper of prediction on level of PM2.5 particles with deep learning tools and published research paper in IEEE conference and on IEEE journal.

Taoyuan County, Taiwan

1. Maintained and enhanced official website of Taoyuan City Government.2. Managed to be accepted by Department of Computer Science and Information Engineering at National Cheng Kung University during service to Taoyuan City Government.