Ming Yang Zhou
Machine Learning Engineer at envision.ai- Claim this Profile
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English Native or bilingual proficiency
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French Professional working proficiency
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Chinese Native or bilingual proficiency
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Bio
Bryan M. Minor, Ph.D.
Ming is an exceptional data scientist with a strong work ethic and skills combined with creative problem solving ability. Always a top contributor to our data science projects with insightful analysis and constantly exceeding expectations. Pleasure to work with, Ming was a valued member of my team and it was an honor to work with him. Anyone would be fortunate to have Ming on their data science team.
Bryan M. Minor, Ph.D.
Ming is an exceptional data scientist with a strong work ethic and skills combined with creative problem solving ability. Always a top contributor to our data science projects with insightful analysis and constantly exceeding expectations. Pleasure to work with, Ming was a valued member of my team and it was an honor to work with him. Anyone would be fortunate to have Ming on their data science team.
Bryan M. Minor, Ph.D.
Ming is an exceptional data scientist with a strong work ethic and skills combined with creative problem solving ability. Always a top contributor to our data science projects with insightful analysis and constantly exceeding expectations. Pleasure to work with, Ming was a valued member of my team and it was an honor to work with him. Anyone would be fortunate to have Ming on their data science team.
Bryan M. Minor, Ph.D.
Ming is an exceptional data scientist with a strong work ethic and skills combined with creative problem solving ability. Always a top contributor to our data science projects with insightful analysis and constantly exceeding expectations. Pleasure to work with, Ming was a valued member of my team and it was an honor to work with him. Anyone would be fortunate to have Ming on their data science team.
Credentials
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Deep Learning Specialization
CourseraAug, 2018- Nov, 2024
Experience
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envision.ai
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Canada
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Software Development
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1 - 100 Employee
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Machine Learning Engineer
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Apr 2018 - Present
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Acquisio
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Canada
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Advertising Services
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1 - 100 Employee
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Data Scientist
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Jan 2018 - Apr 2018
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Algortihm Analyst
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Jul 2015 - Jan 2018
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Algorithm Research Assistant
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Jul 2014 - Jul 2015
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McGill University
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Canada
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Higher Education
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700 & Above Employee
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Research Assistant
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2013 - 2014
Project title: Computational prediction of DNA structureIn this project, we designed algorithms and heuristics to produce three-dimension models of chromatin (DNA). The group has already developed a software, MCMC5C, using Markov Chain Monte Carlo sampling to reproduce a set of structures that represent the input data. My works focused on designing and developing algorithms to accelerate the computation speed. My main contributions are:- Employed Parallel Tempering, an advanced MCMC technique to design a more powerful sampler.- Employed stochastic approximation methods to fine tune different parameters.- Implement parallel computing to maximize the computation efficiency.
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Education
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2011 - 2014
McGill University
Bachelor's Degree, Joint Honours in Mathematics and Computer Science -
2009 - 2011
Marianopolis College
College Degree, Pure and Applied Science
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