Yilei Xu is a highly qualified expert, working in Cruise Automation main office of which is in 1096. as a Senior Machine Learning Engineer from 2019. This person has earned professional experience in more than ten positions at various companies. Yilei Xu went to the University of California, Riverside and was studying there from 2004 to 2008. Chicago, Illinois is the city, where this expert was known to live. This professional's email address and phone number can be accessed through this website on demand.
Name variants:
Yilei Xu
Last updated Jun 25, 2024
Contact Information
Last Update
Jul 12, 2022
Email
pk**@hotmail.com
Location
Chicago, IL
Company
Cruise Automation
Workplace
Senior Machine Learning Engineer
Work History
Senior Machine Learning Engineer
54 Gilbert St, San Francisco, CA 94103
Working on perception problems for autonomous driving vehicle.
from Jul 2019
Senior Researcher
2775 Sanders Rd, Northbrook, IL 60062
Conduct research and prototyped a vision based Deep Reinforcement Learning system for driving risk assessment.
Train CNN and RNN with actor-critic methods in TORCS racing car simulator.
I...
Apr 2018 — Apr 2019
Senior Software Engineer
1 Vision Dr, Natick, MA 01760
Conduct research to develop new algorithms for supporting the IDMax and IDQuick barcode finding and decoding technologies. - Participated in the development of the Humingbird, the first barc...
Oct 2008 — May 2010
Graduate Research Assistant
900 University Ave, Riverside, CA 92507
Developed a unified mathematical framework for modeling the image appearance by integrating motion, illumination, object shape, deformation and camera parameters. We also showed how to learn...
Sep 2004 — Sep 2008
Research Internship
1 Research Cir, Niskayuna, NY 12008
Proposed a novel convex score function for local minimum free face alignment. We compute analytical properties of the score function to enforce the convexity of the surface.
May 2008 — Aug 2008
Research Internship
Applied the machine learning algorithms (Bayesian Network, Boosting, SVM, k-NN, PCA) and the biostatistics (Chi-2/K-S/T test, Hardy-weinberg equilibrium test) for analyzing the biomedical da...
May 2007 — Sep 2007
Summer Internship
30 Monument Sq SUITE 212, Concord, MA 01742
Proposed the theory and implemented most of the coding of the object based video compression algorithm. We achieved high compression rate of ~5000:1 for specific objects with high PSNR.
Jul 2006 — Sep 2006
Visiting Student
1 Microsoft Way, Redmond, WA
Involved in designing the redeye detector and correction algorithm. Improved the recall by 5 percentile while keeping the same false alarm rate.
Apr 2004 — Jun 2004
Undergraduate Research Assistant
Undergraduate research assistant. Worked on the real-time multi-faces tracking.
Sep 2003 — Jun 2004
Education
2004 — 2008
2004 — 2006
2000 — 2004
Occupations
IT Professional
Computer Software Professional
Engineer
Scientist
Researcher
Software Developers
Survey Researcher
Skills
Algorithms
Computer Vision
Machine Learning
Programming
Electrical Engineering
Python
Tensorflow
Lidar
C++
Reinforcement Learning
Recurrent Neural Networks
Caffe
Gym
Opencv
Deep Learning
Convolutional Neural Networks
FAQs about Yilei Xu
What is the profession of Yilei Xu?
This professional's job is Senior Machine Learning Engineer
What jobs is Yilei a professional at?
The expert is a professional IT Professional and Computer Software Professional jobs.
Where does Yilei Xu currently live?
Chicago, Illinois is the place where Yilei Xu currently lives
Does the professional have the email address?
pk**@hotmail.com is Yilei Xu's email address.
Where did Yilei Xu work?
Yilei worked at Cruise Automation, Allstate.
Where has Yilei Xu studied?
Yilei studied at the University of California, Riverside from 2004 to 2008.
Are there any industries Yilei Xu works in?
Yilei works in Computer Software industry.
Are there any special skills Yilei Xu has?
Yilei Xu has skills in the following areas: Algorithms, Computer Vision, Machine Learning, Programming, Electrical Engineering, Python, Tensorflow, Lidar, C++, and Reinforcement Learning.