Victor Huang - Data Scientist

Victor Huang

Data Scientist

Old Toronto, Ontario, United States

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Summary

👤

Senior

🎓

Top School

Victor Huang is a data scientist with 8 years of experience building production ML systems and experimental frameworks across marketing, fraud, and product teams at companies like Yelp, Wealthsimple, Canadian Tire, and Ritual. He blends strong mathematical foundations (UCLA Anderson, Applied Math, and CS graduate work) with hands-on engineering—developing ETL and Airflow pipelines, Flask APIs, PySpark monitoring, and deploying TensorFlow/PyTorch models. Notable wins include a one-stop campaign analysis engine that slashed analysis time from hours to minutes, a graph-embedding solution that boosted product-assortment accuracy by 15%, and RL-based customer lifetime value tooling. Comfortable with both frequentist and Bayesian experimentation and multi-armed bandits, he mentors junior peers and iterates quickly from prototypes in R/Julia to scalable Python production. An inquisitive learner (GitHub bio: "today I learn"), he pairs academic optimization work with practical product impact.

8 years of coding experience

4 years of employment as a software developer

Master of Science - MS, Data Analytics, Master of Science - MS, Data Analytics at UCLA Anderson School of Management

Bachelor's degree, Chemistry, Bachelor's degree, Chemistry at University of Pittsburgh

N.A., Theoretical Chemistry, N.A., Theoretical Chemistry at University of California, Los Angeles

Master of Science - MS, Computer Science, Master of Science - MS, Computer Science at Georgia Institute of Technology

Master of Arts - MA, Applied Mathematics, Master of Arts - MA, Applied Mathematics at York University

English, Chinese

Stackoverflow

Stats

1reputation

0reached

1answer

0questions

Github Skills (11)

jekyll10

responsive10

jekyll-theme9

tailwindcss9

liquid9

static-site-generator8

github-pages8

plot6

barchart6

dataframe6

Programming languages (2)

HTMLJupyter Notebook

Github contributions (5)

victorhuangkk/data_science_interview

Jan 2019 - Mar 2021

Contributions:33 commits, 6 pushes, 1 branch in 2 years 1 month

victorhuangkk/victorhuangkk.github.io

Oct 2019 - May 2023

:sparkles: Build a beautiful and simple website in literally minutes. Demo at http://deanattali.com/beautiful-jekyll

Contributions:125 pushes, 2 branches in 3 years 7 months

simple-websitebeautiful-jekylljekylljekyll-thememinutes

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