Susan Li - Chief Data Scientist

Susan Li

Chief Data Scientist

Old Toronto, Ontario, Canada

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Summary

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Rockstar

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Top School

Susan Li is a Chief Data Scientist with nine years of hands-on experience translating customer- and product-focused problems into scalable data science solutions across startups and research-driven firms. She specializes in customer analytics, predictive modeling, NLP and time-series forecasting, and has led projects from CLV and churn modeling to price-anomaly detection and recommender systems. A passionate data literacy advocate and prolific writer, she explains complex ML and NLP concepts for both technical and general audiences and maintains practical NLP notebooks on GitHub showcasing text preprocessing with Pandas, NLTK, SpaCy and Gensim. Her background spans analytics, product integration and business development—bringing a rare blend of commercial acumen and deep technical craft to help organizations operationalize data.

9 years of coding experience

15 years of employment as a software developer

Statistics with R Specialization Statistics, Statistics with R Specialization Statistics at Coursera

Nanodegree Data Science, Nanodegree Data Science at Udacity

University of California, Irvine

Digital Marketing Management Certificate, Digital Marketing Management Certificate at University of Toronto

Bachelor of Arts (B.A.) English Language and Literature General, Bachelor of Arts (B.A.) English Language and Literature General at Dalian University of Foreign Languages

Statistics Computer Science Text Mining, Statistics Computer Science Text Mining at Massive Online Courses

MBA, MBA at Maastricht University

Certificate Natural Language Processing with Deep Learning, Certificate Natural Language Processing with Deep Learning at Stanford University School of Engineering

University of Georgia

Digital Analytics - UBC/DAA Award of Achievement Program, Digital Analytics - UBC/DAA Award of Achievement Program at The University of British Columbia

Micro Master Certificate Artificial Intelligence, Micro Master Certificate Artificial Intelligence at Columbia University

Chinese

Github Skills (7)

regular-expression10

pandas10

nltk10

preprocessing10

python10

preprocess10

text-processing10

Programming languages (3)

JavaScriptJupyter NotebookPython

Github contributions (5)

susanli2016/NLP-with-Python

Aug 2017 - Nov 2021

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

Role in this project:

Back-end Developer

Contributions:1 release, 114 commits, 96 pushes in 4 years 4 months

Contributions summary:Susan added several notebooks demonstrating the use of the Pandas library for text data processing. The code examples within the notebooks involved tasks like tokenizing text, removing punctuation, cleaning stopwords, stemming and lemmatizing and using regular expressions. The changes suggest work related to processing and manipulating textual data for a project focused on natural language processing.

nlppythonmachine-learningnltkgensim

susanli2016/Machine-Learning-with-Python

May 2017 - Jun 2022

Python code for common Machine Learning Algorithms

Contributions:211 commits, 195 pushes, 1 branch in 5 years 1 month

pythonkmeans-clusteringhierarchical-clusteringlogistic-regressionsvm

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