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Work Background
Stevens Institute of TechnologyPost-Graduate Researcher
Jan. 2025Hoboken, 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 to support equitable treatment planning.
The WebsterData Science Consultant
Oct. 2024 - Mar. 2025New 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.
Boho Hair SalonBridal Hair Coordinator
Aug. 2022 - Apr. 2023▪ 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.
Boho Hair SalonFront Desk Receptionist
Mar. 2022 - Apr. 2023▪ Leveraged excellent interpersonal and active listening skills to serve as initial point of contact and create a pleasant first impression.
MadewellSales Associate
Aug. 2018 - Mar. 2020Paramus, New Jersey, United States▪ Achieved storewide top net sales and sales per hour in 2019. ▪ Provided customers with product knowledge about material specifications ▪ Handled all point-of-sale transactions.
Bergen Community CollegePeer Tutor
Feb. 2016 - May. 2018Paramus, New Jersey, United States▪ Facilitated improved in-class performance for Math and Physics students. ▪ Achieved a high record student pass rate for entry exam for college-level mathematics through group study sessions.
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