Marie Hanna
@mariehanna
Senior Data Scientist specializing in ML, predictive analytics, and Python engineering.
What I'm looking for
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
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.
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
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
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.
Availability
Location
Authorized to work in
Portfolio
acupoll.comJob categories
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