Bo Peng work email
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Bo Peng personal email
I am currently a data science and software engineer working on AV evaluation, with the goal of understanding the AV performance efficiently based on simulation. Before Waymo, I worked at Autodesk on database improvement. I received my PhD degrees on Engineering at Stanford and Master degrees at Virginia Tech.
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Software Engineer, Data ScienceWaymo Nov 2021 - PresentMountain View, California, Us- Develop an efficient data-driven method to measure the performance of self-driving car/truck, including metrics definition, dataset creation, and simulation configuration.- Monitoring the performance of the AV system to prevent regression. -
Data Scientist And Software EngineerAutodesk Jan 2020 - Nov 2021San Francisco, Ca, Us- Initiated a project that using reinforcement learning (RL) to automatically tune Database parameters.- Developed an AWS-based Database management tool corresponding CI/CD pipeline. -
InternAutodesk Aug 2019 - Dec 2019San Francisco, Ca, Us- Developed a multi-objective optimization framework for the crane/crew strategies on construction site, which provides a tool for decision makers to efficiently analyze the tradeoffs between construction time and cost based on different strategies.- Publication: https://www.sciencedirect.com/science/article/abs/pii/S0926580517306532
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ResearcherStanford University Sep 2014 - Mar 2020Stanford, Ca, Us- Proposed an optimization method for building risk management under seismic hazards, in which the life-cycle cost of a building under the risks of earthquake is assessed and minimized.- Developed an optimization framework (Dimension Increasing Search) applied to structural design and outperforms the Genetic Algorithm with 50% less computational demands.- Built a convolutional neural network (CNN) model for detecting and classifying pavement cracks, which significantly accelerates the pavement maintenance process.- Designed a large-scale traffic light control system using multi-agent reinforcement learning (RL) model to minimize the total waiting traffic at the intersections of a 10x10 grid. -
Machine Learning InternAutodesk Jun 2018 - Sep 2018San Francisco, Ca, Us
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InternshipAutodesk 2016 - 2016San Francisco, Ca, Us
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Research AssistantVirginia Tech Sep 2012 - Sep 2014Blacksburg, Va, Us- Developed a new contact model--nonlinear power-law contact model--in discrete element method software (PFC 3D) with C++ to perform simulated experiments on asphalt pavement - Used Micro CT loading stage to obtain the force-displacement relationship of thin-film asphalt layer specimens, and estimate the parameters of contact model by these experimental data - Used Fourier Transform interferometry (FTI) system to reconstruct surface information of aggregates and obtain the sphericity, flatness ratio, elongation ratio
Bo Peng Skills
Bo Peng Education Details
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Stanford UniversityCivil Engineering -
Stanford UniversityComputer Science
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Virginia TechComputer Science
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Virginia TechCivil Engineering/Transportation
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Dalian University Of TechnologyCivil Engineering
Frequently Asked Questions about Bo Peng
What company does Bo Peng work for?
Bo Peng works for Waymo
What is Bo Peng's role at the current company?
Bo Peng's current role is Software engineer and data scientist at Waymo.
What is Bo Peng's email address?
Bo Peng's email address is bo****@****esk.com
What schools did Bo Peng attend?
Bo Peng attended Stanford University, Stanford University, Virginia Tech, Virginia Tech, Dalian University Of Technology.
What skills is Bo Peng known for?
Bo Peng has skills like Matlab, C++, Research, Autocad, Microsoft Office, Python, Analysis, Microsoft Excel, Public Speaking, Microsoft Word, Mathematica, Machine Learning.
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