Mark Doman

Mark Doman

Data Scientist building predictive models and analytics software to drive strategic decisions in higher education

Experience

2021 - Present
Liaison
2024 - Present
Senior Data Scientist
2022 - 2024
Data Scientist
2021 - 2022
Data Analyst


I lead development of the Python data science "engine" at Liaison which supports the company's higher education predictive analytics platform, Othot. I build and review custom models for clients to help achieve their enrollment and retention goals. I work on cloud-based solutions to partner with our SaaS platform development team which delivers the most powerful analytics in the industry.

2018 - 2021
Othot (startup acquired by Liaison)
Data Analyst

As an early start-up employee, I wore many hats. I was primarily responsible for preparing client data for model building and configuring analytics software for higher education clients. I also drove innovative approaches to automate and validate configuration workflows.

2017 - 2018
EY
Consultant

I was a consultant at EY, where I worked on financial crimes analysis, particularly anti-money laundering (AML) projects. I performed due diligence on high risk banking clients and contributed to data reporting tools used to organize the project.

Education

2024 - present
Georgia Institute of Technology
Master of Science in Analytics

Georgia Tech's Master of Science in Analytics is a hybrid data science and analytics degree offered interdisciplinarily through GT's Colleges of Computing, Business, and Engineering. I expect to graduate in 2026.

2013 - 2017
University of Pittsburgh
Bachelor of Science in Business Administration

I graduated with a Major in Finance & a Minor in Computer Science. I began my analytics journey through a project-based course, Applied Business Analytics, and sought to complement my business education with a technical skillset.

Skills & Technologies

Programming Languages

Python, SQL

Data Science & Machine Learning

Pandas, NumPy, scikit-learn

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