Shasha Liao
Senior Data Scientist
Atlanta, Georgia, United States
Summary
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Senior🎓
Top SchoolShasha Liao is a Senior Data Scientist based in Atlanta with eight years of experience blending rigorous mathematical training (PhD-level studies at Georgia Tech) with hands-on ML and deep learning work on both structured and unstructured data. At Paramount she moved from Data Scientist to Senior Data Scientist, applying statistical modeling, NLP (Word2Vec, seq2seq, document clustering), and scalable Python tooling to production problems on Google Cloud. She has engineered end-to-end solutions—from building a scraper API and guiding a team to collect over one million career records to designing modified K-Means and Word2Vec pipelines for job-title classification—while also teaching advanced math and probability at Georgia Tech. Comfortable in PyTorch, scikit-learn, spaCy and SQL (with additional C++ and MATLAB skills), she combines research-grade math instincts with practical product delivery. Outside engineering she identifies as a photographer and artist, hinting at a creative approach to data visualization and storytelling.
8 years of coding experience
3 years of employment as a software developer
Doctor of Philosophy - PhD Mathematics, Doctor of Philosophy - PhD Mathematics at Georgia Institute of TechnologyMathematics, Mathematics at Nankai UniversityBachelor of Science - BS Applied Mathematics, Bachelor of Science - BS Applied Mathematics at Hunan University
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (22)
linkedin-api9
static-site9
api8
linkedin8
sdk8
scraper8
jekyll8
jekyll-theme7
network6
github-pages6
python6
automation4
ai4
textbook3
apl3
Programming languages (3)
Github contributions (5)
sliao7/home
Jun 2021 - Jun 2024
The personal website/portfolio of Hashir Shoaib. Built using React and Bootstrap.
Contributions:57 pushes, 3 branches in 3 years
reactjsreactbootstrappersonal-portfolio-website
sliao7/CSE6140-Algorithm-course-work
Sep 2020 - Dec 2020
Contributions:43 commits, 11 pushes, 1 branch in 2 months
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