Passionate about the potential of data-driven insights, I am a aspiring Data Scientist with a keen interest in leveraging machine learning and artificial intelligence to drive growth and innovation for companies. With a solid background in data analytics, statistical modeling, and programming, I am committed to harnessing the power of data to unlock strategic opportunities and solve complex business challenges. My enthusiasm for staying at the forefront of technological advancements allows me to continuously explore new methods and techniques in the realm of machine learning and AI. By collaborating with cross-functional teams, I strive to deliver actionable and impactful solutions that help businesses make informed decisions and thrive in a rapidly evolving landscape. My ultimate goal is to contribute my expertise to creating a data-driven future, where companies can unleash their true potential and achieve sustainable growth.
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Quantitative AnalystRbc Capital MarketsToronto, On, Ca -
Quantitative DeveloperCibc Capital Markets Jan 2024 - PresentToronto, Ontario, CanadaInstitutional Structuring Group - Quantitative Investment Strategies (Global Markets)• Enhanced the functionality of a cross-asset quantitative Python library for backtesting multi-layered index strategies managing $20 billion Assets Under Management (AUM)• Improved trading transparency by delivering precise daily valuations of index levels and rebalancing costs, ensuring accuracy for researchers and traders• Developed and automated ETL pipelines to generate daily reports on total exposure and P&L attribution across constituents of live strategies, reducing manual intervention and improving reporting efficiency• Architected API/UI using object-oriented programming (OOP) and design patterns for optimized scalability -
Mandatory Military Service - Substitute Civilian ServicemanMinistry Of National Defense, Taiwan Jan 2022 - May 2022Taipei City, Taiwan• Assisted government officials in their daily tasks to improve efficiency on process flow • Handled 50+ applications daily for elderly and disabled civilians to set up their subsidized metro cards• Responded to telephone inquiries in both mandarin and english, providing quality service to civilians inquiring about application processes for different financial grants and subsidies• Partook in 45 hrs of Emergency Medical Technician (EMT) training and received a certified EMT Level 1 License -
Data ScientistAcuity Insights Jun 2019 - Aug 2020Toronto, Canada Area• Interpreted complex data sets, analyze results, and provide ongoing reports using statistical techniques (R and Python)• Worked on data engineering tasks including complex ETL process to transform unstructured data to structured data in a SQL database• Created reporting tools for various departments at the company including KPI's for the operations teams, statistics to enable the sales team, and dashboards for the product team• Automated reporting tool for independent contractors (raters) to evaluate them and give them feedback• Utilized Amazon AWS technology to automate internal data system updates (EC2, S3, Quicksight)• Worked on NLP projects including topic modeling on data for applicants -
Data Scientist InternAcer Jun 2018 - Aug 2018Taiwan• Trained machine learning models by optimizing useful features in Python to forecast electricity usage with error rate as low as 2.41%• Visualized complex data, draw conclusions and relationships to develop actionable recommendations to stakeholders• Participated in 2 design thinking workshops to simulate realistic product development and practical designs• Engaged in scrum meetings (Sprint Planning, Daily Stand-up) and an agile work environment in order to complete tasks in a more efficient manner -
Summer Camp Counselor And Basketball Camp CoachTaipei Youth Program Association Jun 2016 - Aug 2017Taipei City, Taiwan• Led groups of young kids aged 6-12 through scheduled daily activities• Ensured a safe and positive experience for diverse groups• Planned basketball drills and helpful activities to help middle school students develop and hone fundamentals
Mike Chou Education Details
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Double Major In Computer Science And Statistics -
Highschool
Frequently Asked Questions about Mike Chou
What company does Mike Chou work for?
Mike Chou works for Rbc Capital Markets
What is Mike Chou's role at the current company?
Mike Chou's current role is Quantitative Analyst.
What schools did Mike Chou attend?
Mike Chou attended Georgia Institute Of Technology, University Of Toronto Mississauga, Taipei American School.
Who are Mike Chou's colleagues?
Mike Chou's colleagues are Maeve Sullivan, Carol Waytes, Yiding Zhang, Steve Welbourn, Madeline Baptista, Salvatore Dell Italia, Rachel Buhay.
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