Yu-Han Lin Email and Phone Number

Driven Data Scientist and Deep Learning Researcher specializing in utilizing advanced computational algorithms and statistical methods to solve complex problems. Graduated with a Master of Science in Data Science from Johns Hopkins University and a Bachelor of Science in Mathematical Science from National Chengchi University. Skilled in an array of languages and platforms including Python, R, C, C++, C#, Tensorflow, Tensorflow Lite, Keras, Pytorch, pandas, scikit-learn, OpenCV, numpy, matplotlib, Git, Bash, Visual Studio, and Jupyter Notebook, to name a few. In my experience as an intern with Funcode Technology and Shanghai Far Eastern IT Company, I developed and enhanced OCR models, trained deep learning models for anomaly detection, and executed object detection tasks with Tensorflow and YOLO. I have a proven track record in the application of machine learning techniques such as predictive modeling, clustering, time series analysis, experiment design, regression, k-means, factor analysis, time series, markov chains, and CNN, among others.My academic training culminated in projects such as real-time semantic segmentation implementation, semi-supervised learning on the iNaturalist dataset, cross-race effect in ML, medical research paper sentence extraction and classification, Covid-19 frontal chest X-ray detection, lottery automatic text detection on edge devices, and Edge AI Tflite post and pre quantization and pruning comparison. I am also well-versed in game design, having created a 3D RPG game called "Spell Casting IRL" during the University Innovation Game Design Competition.I'm committed to deploying my deep learning expertise to create transformative solutions in the field of data science. Always open for collaboration, feel free to reach out to discuss opportunities in AI and data science.