Barton Li

Barton Li Email and Phone Number

Data Science Associate at Windfall Ecology Centre @ Windfall Ecology Centre
aurora, ontario, canada
Barton Li's Location
Greater Toronto Area, Canada, Canada
About Barton Li

I have over 5 years of experience working in data science. Currently, I work as Windfall’s Data Science Associate, developing the public-facing models for homeowners for their retrofit pathway planning and energy metrics estimation by using advanced analytics, standing up big-data analytical tools, creating and maintaining models, and onboarding compelling new data sets.Previously, I was Valuation Associate at Moore Hong Kong, where I analyzed financial data from Hong Kong listed companies to obtain insights about valuation services opportunity investigation and customer segmentation.Seeking to leverage data-driven insights to drive business improvement and optimize overall performance. Highly skilled in machine learning, data visualization/storytelling, and creative thinking.

Barton Li's Current Company Details
Windfall Ecology Centre

Windfall Ecology Centre

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Data Science Associate at Windfall Ecology Centre
aurora, ontario, canada
Website:
windfallcentre.ca
Employees:
11
Barton Li Work Experience Details
  • Windfall Ecology Centre
    Data Science Associate
    Windfall Ecology Centre Nov 2021 - Present
    Aurora, Ontario, Canada
    • Analyzed 370000+ energy data on residential and commercial buildings to segment marketing opportunities using Python NumPy and Pandas libraries.• Redesigned existing Power BI dashboard for core environmental KPIs (greenhouse gas emission (GHG) and energy cost reduction).• Employed gradient boosting and clustering algorithms using Python XGBoost and scikit-learn libraries to generate new predictive models for retrofit pathway recommendation engine.• Collaborated with engineers and software developers to deploy predictive models developed in Azure ML Studios into production.
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  • Moore Hong Kong
    Senior Associate
    Moore Hong Kong Apr 2021 - Aug 2021
    • Utilized web scraping techniques for data pipeline for Hong Kong Exchange (HKEX) financial data analysis, reducing 30% manual processing time.• Designed monthly and semi-annual Tableau visualizations for 56,000+ HKEX financial and valuation data to support executive decisions, leading to 40% inbound leads increment.• Spearheaded creation of logistic regression and decision tree predictive models using RStudio caret and tidymodels packages to project valuation opportunities and forecast customer trends, achieving 20% valuation service sales increment.
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  • Moore Hong Kong
    Associate
    Moore Hong Kong Feb 2019 - Apr 2021
    Hong Kong
    View
  • Axa China Region Insurance Company Limited
    Actuarial Assistant
    Axa China Region Insurance Company Limited Aug 2018 - Feb 2019
    Hong Kong
  • University Of Toronto
    Graduate Teaching Assistant
    University Of Toronto Sep 2016 - Jun 2017
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Barton Li Education Details

Frequently Asked Questions about Barton Li

What company does Barton Li work for?

Barton Li works for Windfall Ecology Centre

What is Barton Li's role at the current company?

Barton Li's current role is Data Science Associate at Windfall Ecology Centre.

What schools did Barton Li attend?

Barton Li attended University Of Toronto, University Of Waterloo.

Who are Barton Li's colleagues?

Barton Li's colleagues are Kasper Gruszczynski, Harry French, Kyle Mennie, Lolade Ozomoge, Mba, Ccmp™, Brent R Kopperson, Karanvir Singh Prihar, Jodi Cain.

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