Gina Guerin
Colorado Springs,CO
Summary
As an accomplished Data Scientist with over a decade in the service industry, I offer a unique blend of marketing insight and data science proficiency. A recent graduate of Flatiron School, I am committed to enhancing marketing investments through analytics, programming, and visualization. Inspired by Sephora's mission of 'We belong to something beautiful,' I am eager to contribute my diverse data science skills to the technology-marketing intersection. Ready to empower the Extra Ordinary at Sephora by crafting innovative solutions that redefine the future of beauty.
Overview
12
12
years of professional experience
Work History
Front Of House Manager
Paravicinis Italian Bistro/Sopra
08.2018 - 05.2022
- In first managing year, revamped inventory processes, reducing waste by 20% and increasing profitability
- Streamlined business operations by implementing an efficient POS system, resulting in 10% decrease in labor costs within the year.
Bar Manager/Server
Jake & Tellys Greek Taverna
06.2010 - 08.2018
- Achieved and exceeded sales targets consistently, demonstrating strong sales and revenue generation skills
- Developed and implemented strategies to optimize bar efficiency and increase profitability.
Education
Data Science Intensive Program -
Flatiron School
01.2024
Skills
- Analytics
- Dashboards
- Machine Learning
- Market Analysis
- Data Mining
- Neural Networks
- Natural Language Processing
- Recommendation System
- Predictive Modeling
- Pattern Recognition
- Software Optimization
- Python
- SQL
- VBA - Tableau - Power BI
- Revenue Growth
- Leadership
- Teamwork
References
References available upon request.
projects
ShadeSense 12/2023 - 1/2024
Developed "ShadeSense," a neural network-based application for real-time lipstick shade classification using image recognition.
- Created a dataset of 220 annotated images, progressively enhancing model accuracy to 81%
MoodyManga 11/2023 - 12/2023
Created MoodyManga, a cutting-edge manga recommendation system using NLP and machine learning, personalized suggestions based on emotion analysis.
- Incorporated a tuned random forest classifier for heightened recommendation accuracy and user satisfaction.
Timeline
Front Of House Manager
Paravicinis Italian Bistro/Sopra
08.2018 - 05.2022
Bar Manager/Server
Jake & Tellys Greek Taverna
06.2010 - 08.2018
Data Science Intensive Program -
Flatiron School
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