Jeffery (Zeyu) Zhao Email & Phone Number

Hangzhou, Cn

Hangzhou, Zhejiang, China

Santa Clara, California, United States

- Lead & maintainer of ConvAI module of Transfer Learning Toolkit (ASR & NLP & TTS)- Implemented YOLOv4 detector pipeline- Realistic 3D scene simulation using NVIDIA Omniverse- Transfer Learning Toolkit: we are continuously optimizing our product, check it at the link below.

San Francisco Bay Area

Deep learning for video analysis (IVA)- Designed & implemented an in-house simulator (UE4 based) that automatically generates simulated images and object labels. This enables us to expand training dataset with much less labor effort and legal risk.- Main developer of Transfer Learning Toolkit (see link below)-- Implemented TensorRT custom plugins for multiple network architectures.-- Implemented UFF exporter for multiple network architectures for model deployment.-- Implemented SSD detector pipeline (including the detector itself, training & inference pipe and model pruning)-- Implemented YOLOv3 detector pipeline (including the detector itself, training & inference pipe and model pruning)-- Implemented SqueezeNet template for both classification and detection.- Implemented part of (deep learning) face feature registration pipeline for company access control.

Santa Clara, Us

Deep learning for video analysis (IVA)- Designed & implemented a single neural network to predict multiple face attributes (age, hair color, race etc.)- Designed & tested multiple features / networks for user-unattended spoof (face liveness) detection.

Worked on EOS (Linux-based operating system) kernel- iproute package- dmesg dump- rewrote some kernel patches for new version of Linux kernel

Master Of Science - Ms, Computational Science, 4.0/4.0

I mainly took statistics, machine learning & data science courses and played with following terms: p-value, t-test, R^2, ROC/AUC.

Bachelor Of Science (Bs), Computing Science (Minor: Mathematics), 4.22/4.33

I started to take more courses in computer science area (networking, graphics, vision, ML, DB, OS) and write more code in C++. I got 17th.

Bachelor Of Engineering (B.E.), Computer Science And Technology, 3.9/4.0

Activities and Societies: Student Union of Zhejiang UniversityI learnt a lot of math here including linear algebra, calculus, ODE... Also.