Data Scientist

Harmonizing human intelligence with artificial intelligence to solve complex problems and drive customer-centric solutions.

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Overview

With over 13 years of experience in logistics and operations management, and 7 years in data science, I have a proven track record of transforming business operations through insightful data analysis.

My unique blend of expertise enables me to identify inefficiencies, optimize processes, and drive strategic decision-making that leads to measurable results.

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Portfolio

Sales Demand Forecast Application

A ShinyR Predictive Dashboard application identifying product demand trends using Machine Learning.

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Sales Demand Forecast Application
Stock Analyzer Application

Stock Analyzer Application

A financial application analyzing SP 500 stocks and historical gold prices, deployed on AWS EC2 and MongoDB Atlas Cloud.

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Hierarchical Forecasting App

Generates consistent forecasts across a hierarchy of products and geographical locations.

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Hierarchical Forecasting App
Customer Churn

Customer Churn

A dashboard for churn prevention, ranking customers by various metrics and suggesting actions.

Churn Dashboard

Scoring Credit Loans

Scores credit loans using XGBoost and TabNet models based on various criteria.

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Scoring Credit Loans
Knowledge Distillation

Knowledge Distillation

An NLP project using a pretrained BERT-based-uncased HuggingFace model for text classification.

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Jul 2015 - Apr 2023
Operations Manager, Data Lead
Wilmington Paper Corporation
Jan 2013 - Jun 2015
Assistant Terminal Manager
H&M International
Jan 2012 - Jan 2013
Operations Manager
H&M International
Nov 2009 - Dec 2011
Assistant Operations Manager
APM Terminals

Experience

Over 13 years in Operations Management, paired with 7 years of Data Science experience, driving alignment between business and data strategies for enhanced profitability and efficiency.

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Education

2021-2023
New Jersey Institute of Technology
M.S. in Data Science
2004-2008
York College of Pennsylvania
B.S. in Business Administration
2000-2004
Seton Hall Preparatory
High School

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