Years of experience: 6

Data EntryBusiness AnalystConsulting

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Kimberley's Career Path
Post-Graduate ResearcherJan. 2025 -
Present
Stevens Institute of TechnologyPost-Graduate Researcher
Hoboken, New Jersey, United StatesI build a LightGBM classifier to predict dialysis modality choice (home vs. in-center) using USRDS data, with a focus on clinical relevance and model explainability. I engineer features across multiple datasets, including biophysiological markers, treatment history, and sociological indicators. I evaluate model performance using ROC and precision-recall metrics, designing modeling strategies ...
Data Science ConsultantOct. 2024 -
Mar. 2025
The WebsterData Science Consultant
New York, United StatesI delivered actionable insights by applying K-Means clustering to over 200,000 transactions and developing XGBoost and Random Forest models to predict high-value customer behaviors with 90%+ accuracy. I also collaborated on a TensorFlow-based image tagging tool to automate product categorization, enhancing the merchandising workflow.
Bridal Hair CoordinatorAug. 2022 -
Apr. 2023
Boho Hair SalonBridal Hair Coordinator
▪ Implemented effective sales strategies to build strong client relationships. ▪ Processed correspondence related to contract drafting, timelines, deposit billing, and all details leading up to event day services.

Kimberley's Posts

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    How I can help you

    I use clustering algorithms to segment customers by behavior and preferences, optimizing marketing and pricing strategies. This leads to improved targeting and increased conversion. I clarify objectives and define success criteria for impactful results.

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    People I am looking for

    Ideal clients include companies seeking advanced segmentation, personalized marketing, and strategic insights. Open to collaborations with data-driven teams in retail, healthcare, and tech sectors.

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    Experience & Cases

    Worked with data science and analytics teams across healthcare, fashion, and media. Experience in developing personalized systems and predictive models to enhance audience understanding and engagement.

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    How to contact

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