Hello! My name is Steve Liu. My objective is becoming an AIoT Engineer.
# Graduate Research in Prof. Sheng-Lung Huang's Lab
# Research interests: Optical Coherence Tomography, Computer Vision, Biomedical Imaging.
# Knowledge of image segmentation (U-Net, SegFormer, R-CNN), image classification (ResNet, Inception, Efficient Net, ViT), image generation (CycleGAN, WGAN, DCGAN), image denosing (Wavelet, Autoencoder), and non-invasive biophotonic measurement techniques(OCT, Raman, Confocal).
# part-time working in coding for kids startup company
# teach for developing game using Pygame module
# 4 months SMS in Civil Affairs Bureau.
# Full-time RA in Center for Condensed Matter Science
# Win the NTU CCMS innovative technology competition excellent award.
# The research has been published at the Annual Meeting of the Taiwan Thermoelectric Society.
# Skill in designing the experiment, processing the data, and academic writing, PID Process Control.
# Research Thesis: Using numerical method and machine learning to analyze the thermal and electrical properties measured by non-destructive frequency-domain modulated optical techniques
# Two months full-time intern at NCTS Mathematical Division
# The research is focusing on applying scattering transform and machine learning methods on processing the EEG signals.
# Deeper understanding of dimension reduction, time series analysis, and signal processing, manifold learning.
# Skill on MatLab and LateX.
# Phone Surveying for all of the Cities and Countries in Taiwan.
# Good communication skill and patience
# Nano-Physics Lab, Center of Atomic Initiative for New Materials
# Two months of a full-time intern at NTU AI-Mat
# Design experiment, assemble optical devices, fix instruments, analysis data
# Knowledge of designing and correcting experimental system, familiar with signal processing and analysis by LABVIEW and a basic understanding of solid-state physics
# Concentration: Deep Learning, Biomedical Imaging, Biophotonic Measurement.
# Courses: Medical Photonics, Silicon Photonics, Solid State Lighting, Semiconductor and Display, and Optical Techniques in Diagnosis.
# NCKU Freshman Camp - Speaker
# NCKU Career Coach Program - TAIFLEX Group (Chem. Eng. related company)
# NCKU Pop Dance Club Winter Presentation- Chorographer
# Yunnan Overseas Services Learning Program - Member
# Optical Society of America - President of NCKU Student Chapter
# Optics and Photonics Taiwan International Conference Student Event - Organizer
# Bachelor of Science, Department of Photonics - Graduation Representative
# DPS-OSA Information Sharing Platform - Founder
# Optoelectronic Technology Camp - Counselor
# Civil Engineering and Technology Camp - Artistic Design
# Taiwan Civil Engineering Volley Ball Competition - best 8
# NCKU Freshman Volley Ball Competition - best 4
# Civil Engineering and Chinese Literature Freshman Welcome Camp - Counselor