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Marie Hanna

@mariehanna

Senior Data Scientist specializing in ML, predictive analytics, and Python engineering.

United States
Message

What I'm looking for

I seek a Senior Data Scientist role where I can lead ML projects, collaborate cross-functionally, mentor teams, and drive measurable business impact in a mission-driven, product-focused company.

I am a Senior Data Scientist with over six years of experience building end-to-end machine learning systems, predictive models, and analytics pipelines using Python, SQL, scikit-learn, and cloud tooling. I have driven measurable business impact—improving pricing accuracy, reducing sales cycles, increasing retention, and delivering large revenue gains—by applying NLP, computer vision, deep learning, and rigorous A/B testing across product and marketing initiatives.

I have led cross-functional collaborations, mentored junior analysts, and created executive reporting systems and dashboards that reduced reporting latency and improved decision-making. I seek to apply my technical leadership and practical ML expertise to deliver intuitive, data-driven solutions that improve products, experiences, and business outcomes.

Experience

Work history, roles, and key accomplishments

YO
Current

Senior Data Scientist

YourHomeEstate

Jan 2023 - Present (2 years 10 months)

Designed and implemented ML systems for property pricing and recommendation leading to 15% improved pricing accuracy and 20% shorter sales cycles; built analytics pipelines and real-time reports that improved lead scoring and executive reporting efficiency.

ET

Senior Machine Learning Engineer

Etyon

Jan 2020 - Jan 2023 (3 years)

Led development and deployment of deep learning and NLP models for sentiment analysis and recommendations, improving classification accuracy by 15% and conversion rates by 15%, and mentored junior analysts to standardize modeling practices.

Education

Degrees, certifications, and relevant coursework

George Mason University logoGU

George Mason University

Master of Science, Data Science

2017 - 2019

Completed a Master's degree focused on Data Science and AI/ML, developing predictive models and end-to-end analytics pipelines using Python, SQL, and scikit-learn.

George Mason University logoGU

George Mason University

Bachelor of Science, Finance

2010 - 2014

Completed a Bachelor's program in Finance with experience applying analytics to pricing and customer behavior models for property markets.

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Marie Hanna - Senior Data Scientist - YourHomeEstate | Himalayas