Ghazal Farhani

Research --- Data Analytics And Machine Learning

Canada
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Summary

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Senior
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Ghazal Farhani is a research scientist and data engineer with 11 years of experience translating fundamental physics and astrophysics expertise into practical machine learning and data-analytics solutions for industry and government. Currently at the National Research Council Canada, she focuses on data analytics and ML for autonomous systems, building on prior roles that delivered churn prediction, customer segmentation, content-propensity, graph-anomaly detection, and Bayesian bandit solutions at The Globe and Mail. As a Presidential Data Science Fellow at Western University she taught bootcamps and collaborated across research teams, demonstrating an ability to both mentor and operationalize models. Her PhD in Physics underpins a rigorous, hypothesis-driven approach to modeling complex, real-world systems, and she often blends unsupervised, neural and probabilistic methods in production-ready pipelines. Notably, she pairs deep domain knowledge with practical product impact—driving decisions from customer lifetime value to headline optimization.
code10 years of coding experience
job4 years of employment as a software developer
bookDoctor of Philosophy - PhD, Physics, Doctor of Philosophy - PhD, Physics at Western University
bookBachelor of Science - BS, Physics, Bachelor of Science - BS, Physics at University of Tehran
languagesEnglish, Persian
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Stackoverflow

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Github Skills (8)

machine-learning4
amazon4
python4
aws4
spark3
scala3
sagemaker3
amazon-sagemaker2

Programming languages (2)

ScalaJupyter Notebook

Github contributions (5)

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gfarhani/gfarhani

Oct 2022 - Dec 2024

Contributions:1 push, 1 branch in 2 years 2 months
gfarhani/facebook_scrapping

Feb 2020 - Apr 2020

Contributions:6 commits, 5 pushes, 1 branch in 1 month
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Ghazal Farhani - Research --- Data Analytics And Machine Learning