Yi-Chen Ho Email & Phone Number

Taiwan

新竹市

Response for AI solution and automation in tsmc Etch process across each fab. Led teams in 4 projects to speed up tape out phase, improve machine throughput and save manpower. Studied and reviewed the state-of-the-art ML/DL technologies and implemented them in the projects. Communicated with cross functional teams, managed projects and resources to meet aggressive deadlines.

台灣 台北市

Response for AI solution and automation in global CAD teams. Start from scratch build the end-to-end resource prediction model in Platform Load Sharing Facility for EDA simulation tools. Model achieves 0.95 in r-squared.Built parsers for EDA netlists to extract features and stored data on SQL database.Built automation including data collection, model retraining, model updating through Apache NIFI.Built API for resource prediction with Docker.Built customized dashboard in Splunk.

● Developed automatic program solution for Secs/Gem and RMS with Batch script and VBA - Reduced over 2 million NT dollars for NXP - Saved 1/3 manpower from automatically analyzing the data and reporting the anomaly● Led a team of assistant engineers and cooperated with other departments

● Familiar with WS WLCSP● Mentor of newbies

Master'S Degree, Information Technology

Thesis: One-stage Tumor Detection for Automated Breast Ultrasound Using Deep Convolutional Neural Network ● Using python/Tensorflow/Keras.

Bachelor'S Degree, Materials Science