Resume
Lin Yuan
Education
Experiences
- Founding TL, helped grow team to 30 people.
- Analysis pipeline for access control monitoring
- Sensitive configuration files protection
- End-User Credentials enforcement in search serving infrastructure
- Unilateral risk remediation in search serving infrastructure
- Scale up access management using role-based access
- Binary flight data format memory-mapped database migration
- Airline fare filing testing system
- Flight Scheduler Servicification
- Pricing Heuristics using TensorFlow
HMM-based online handwriting recognition.
- Graph sampling for exponential random graph models (ERGM) to analyze network data.
- Developed non-parametric exponential family model, which can be used to adjust potentially any kind of exponential family density with kernel density estimation behaviors.
- Hierachical Dirichlet Process Hidden Markov Model based rainfall modeling.
- Large-scale constrained optimization with Lagrangian methods.
- Semantic SLAM with online learning of places using Markov network and gateway detection using dynamic time warping with bag-of-words features.
- Student volunteer, IROS2009
- Reviewer, IROS2010
- ECE270: Digital Systems Design
- ECE495S/ECE573: Introduction to Compilers and Translation Engineering
- ECE364: Software Engineering Tools Lab
- Managed and developed localization module and vision module of the Sony AIBO ERS-7 robot to compete in the RoboCup.
- Won second-place in 2008 RoboCup SPL group.
- Organized seminars studying vision and cooperative localization algorithms.
Skills
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C/C++
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Python
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Linux / Emacs / LaTeX
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Lisp
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HTML / CSS / JavaScript
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Matlab / R
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CMake / ROS
Languages
- Chinese (native)
- English (fluent)
Interests
- Soccer
- Tennis
- Web development