Mandy He
Isec Research Lab @California State University-Long Beach - College Of Business
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WORK HISTORY
Isec Research Lab @California State University-Long Beach - College Of Business
Orange County, CA, US
Conducting applied research in developing machine learning, deep learning, reinforcement learning, and federated learning architectures, algorithms, pipelines, and models on defending abnormality and zero-day malware attacks in low-energy resource-limited hardware and IoT devices.
EDUCATION
California State University, Long Beach
Master of Science - MS
California State University, Fullerton
Master of Science - MS
China University of Mining and Technology
Engineer’s Degree
ABOUT MANDY HE
My focus includes developing AI architecture, algorithms, and train/evaluating models (Deep Learning, ML, Reinforcement Learning, CV) for cybersecurity detection and defense, data-privacy MLs, time series classifications; proficient in Python with TensorFlow/Keras/PyTorch/OpenAI. Working knowledge in Java, C++, C, Verilog, and Assembly.
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