Resume

Download my newest resume PDF

Summary

• An experienced software engineer with 5 years’ experience of programming.
• B.S. in CS and M.S. in Data Science, Tsinghua University.
• M.S. in Technology Innovation, University of Washington.
• Experience on AI Machine Learning R&D, Computer Vision, Natural Language Processing.
• I’m available immediately.

Work Experience

AI Security (Computer Vision) Research Intern | Baidu USA (Sunnyvale, CA) | June. 2018 – Sept. 2018
Project: AI Security Research on Computer Vision and Object Detector

• Proposed an optimization method to craft adversarial examples to attack YOLO object detector with a success rate of 100%.
• Put forward a robust physical adversarial sticker generation method based on an extended Expectation over Transformation with a success rate of 0.72. Recognized and verified the effectiveness of a brand new form of “Off-Target Watermark attack”.
• This work has been summarized as a paper and published on IEEE UEMCON 2018, see in Publication or paper PDF and source code.

Software Engineer Intern | Microsoft Research Asia (Beijing, China) | Feb. 2017 - Mar. 2017
Project: Intelligent Interactive Indoor Path Guide for people (still serving in 14th Floor, MSRA (Beijing) Office Building No.2).

• Developed an interactive frontend web interface to allow users searching paths, adding paths and annotate paths on the map.
• Built a manipulator controller on ASP.NET to integrate map digesting & intelligence model, database; deployed on Microsoft Azure.

Skills

• Expert Skills: Python, C++, Java;
• Advanced Skills: Scikit-learn, TensorFlow, Pytorch; Javascript, CSS, HTML, jQuery, Flask, Nodejs, C#, ASP.NET;
• Experience Skills: Git, Docker, Linux(Ubuntu), ROS, Matlab; SQL, MongoDB; OpenCV, Dlib, Gensim;

Publication

Building Towards “Invisible Cloak”: Robust Physical Adversarial Attack on YOLO Object Detector , Darren (Yu) Yang , J. Xiong, X. Li, X. Yan, J. Raiti, Y. Wang, Huaqiang Wu, Zhenyu Zhong , IEEE UEMCON 2018, Nov-10, 2018. Find paper PDF and source code.

Project Experience

Mobile Web App Dev. | University of Washington Global Innovation Exchange Project (Seattle, WA) | Mar. 2018 - Aug. 2018
Project: Miirabella - A Smart Guide App for Make-up. (Won 2018 Global Innovation Exchange Competition 3rd Prize)

• Developed a mobile web application to demo intelligent guidance to assist users to put on makeup easily with python and HTML.
• Constructed Face detection and Face Landmark detection to provide interactive real-time feedback using OpenCV and Dlib.

Backend Architecture Dev. | Tsinghua Service-oriented-Architecture Project (Beijing, China) | July 2015 – Aug. 2015
Project: Sina Weibo Search Engine for Social Computing Research

• Crawled and Preprocessed Sina Weibo Data with 100 thousand users and 25 million tweets with python.
• Built a backend indexing model with pyLucene and deployed it on Alibaba Cloud.
• Created a user interface for the query input page and result page to show top 10 related tweets and top 5 related users.

AI (NLP) Research Assistant | Tsinghua Summer Research Training (Beijing, China) | July 2015 – Aug. 2015
Project: Human Stress Level Prediction Based on Sina Weibo tweets, Backend Algorithm for an Emotion and Health App

• Extracted semantic text features with sentence2vec, image features in Sentibank and user’s tag features by clustering and counting.
• Evaluated the effectiveness of each features and designed a modified Factorization Machine for final prediction model deployment.

Education

Referees:

Yuanchao Shu , Researcher at Microsoft Research (Seattle, WA), Email: yuanchao.shu@microsoft.com
Zhenyu Zhong ,Staff Security Researcher at Baidu USA (Sunnyvale, CA), Email: edwardzhong@baidu.com

---