Yun Cao
VP of Data Science and Information Technology at 48Hour Discovery INC.- Claim this Profile
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Bio
Experience
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48Hour Discovery
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Canada
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Biotechnology
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1 - 100 Employee
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VP of Data Science and Information Technology
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Sep 2019 - Present
Edmonton, Alberta, Canada
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Lead Data Scientist
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Apr 2018 - Sep 2019
• Managing 48Hour Discovery cloud development project, duties including planning and designing the project framework, setting up monthly plan, developing features from both front-end and back-end on AWS, and coordinating team members to achieve monthly goal. • Managing client project, duties including designing experiment pipeline, deciding data collecting point, designing data analysis plan, analyzing data using R and Python, generating client reports, and preparing reports for meeting with… Show more • Managing 48Hour Discovery cloud development project, duties including planning and designing the project framework, setting up monthly plan, developing features from both front-end and back-end on AWS, and coordinating team members to achieve monthly goal. • Managing client project, duties including designing experiment pipeline, deciding data collecting point, designing data analysis plan, analyzing data using R and Python, generating client reports, and preparing reports for meeting with clients. • Designing, constructing, managing and maintaining database. • Developing data visualization and analysis software using R, Python and MATLAB for big data. • Implementing machine learning techniques in virtual screening.
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University of Alberta
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Canada
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Higher Education
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700 & Above Employee
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Computing Research Assistant
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Aug 2017 - Apr 2018
Edmonton, Canada Area • Designing, constructing, managing and maintaining database using MySQL from previous wet lab experiment data. • Developing data visualization and analysis software using R, Python and MATLAB for big data. • Developing website providing data searching, data analysis and data visualization functions for internal group use and external customer use, including both front-end development using CSS, HTML and jQuery, and back-end development using Python. • Analyzing in-lab experiment data… Show more • Designing, constructing, managing and maintaining database using MySQL from previous wet lab experiment data. • Developing data visualization and analysis software using R, Python and MATLAB for big data. • Developing website providing data searching, data analysis and data visualization functions for internal group use and external customer use, including both front-end development using CSS, HTML and jQuery, and back-end development using Python. • Analyzing in-lab experiment data using R and Python. Show less
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University of Alberta
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Canada
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Higher Education
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700 & Above Employee
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Researcher PHD Student
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Sep 2010 - May 2015
• Developing beamforming algorithms for cognitive cooperative relay networks with various system setups. • Evaluating proposed algorithms through simulations by using MATLAB. • Working in a team with other graduate students, and responsible for developing beamforming algorithms for full-duplex radio networks. • Developing software for object recognition, where PASCAL VOC2007 was selected as training database, and responsible for feature selection, algorithm development. • Developing… Show more • Developing beamforming algorithms for cognitive cooperative relay networks with various system setups. • Evaluating proposed algorithms through simulations by using MATLAB. • Working in a team with other graduate students, and responsible for developing beamforming algorithms for full-duplex radio networks. • Developing software for object recognition, where PASCAL VOC2007 was selected as training database, and responsible for feature selection, algorithm development. • Developing compression and recovery algorithms for medical graphic data transportation, and evaluating them using MATLAB. • Teaching assistant of a level 4 undergraduate course, computer engineering design project. • Preparing demos and tutorials for individual features on the DE2 and DE0-Nano board including FPGA programming part using VHDL and software part using C language. • Introducing steps of creating a custom peripheral in FPGA by using VHDL. • Holding weekly meetings with students, recording their project progress, and helping them to solve problems they encountered in their projects. • Teaching assistant of level 1 undergraduate course, Introduction to the Foundations of Computation. • Introducing the basics of programming to undergraduate students using Python language. • Communicating with students and helping them to solve problems in programming. Show less
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Research Assistant
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Sep 2007 - Jun 2010
Nanjing, Jiangsu, China • Developing applications of embedded systems. • Designing the main controlling board in a vending machine using ARM7 micro-processor, duties including both PCB board design and software design using C language, writing and executing test cases, test plans and test reports. • Responsible for software system maintenance and troubleshooting in a vending machine. • Creating simulation systems for the control of truck-mounted concrete pumps using C++. • Creating software design in… Show more • Developing applications of embedded systems. • Designing the main controlling board in a vending machine using ARM7 micro-processor, duties including both PCB board design and software design using C language, writing and executing test cases, test plans and test reports. • Responsible for software system maintenance and troubleshooting in a vending machine. • Creating simulation systems for the control of truck-mounted concrete pumps using C++. • Creating software design in remote meter reading systems. Show less
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Education
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University of Alberta
Doctor of Philosophy (PhD), Electrical, Electronics and Communications Engineering -
Southeast University
Master's degree, Artificial Intelligence -
Southeast University
Bachelor's degree, Automation Engineer Technology/Technician