Carlos Amaya
El Paso,TX
Summary
Entry-level data and machine learning professional with a B.S. in Mathematics and hands-on experience building supervised and unsupervised learning models, deep neural networks, and interactive dashboards. Completed several end-to-end projects using Python, TensorFlow, Scikit-learn, SQL, and Tableau. Eager to apply analytical skills and technical tools to real business challenges in a collaborative environment as well as grow and learn within that environment.
Overview
11
11
years of professional experience
Work History
Data Analytics
.
08.2023 - Current
- Built a classification model to predict whether an employee will be absent an excessive amount of time based on several categorical reasons. Achieved a 75% accuracy. Cleaned and preprocessed 700 records using Pandas and visualized output using Tableau
- Built a classification model to predict the price of a used car using logistic regression from Scikit-Learn. Achieved a 74% accuracy. Preprocessed 4300+ records using Pandas and data visualization was done using Seaborn.
- Used cluster analysis on a dataset involving clients from a retail shop and their grade of satisfaction and loyalty. Kmeans from Scikit-Learn was used to identify market segmentation. Pandas was used to clean and preprocess and Seaborn for plots.
- Created a classification neural network model to predict whether an already existing customer of audiobooks will be more likely to return and purchase another book. Achieved an 83% accuracy. Cleaned and preprocessed 14,000+ records using preprocessing from Scikit-Learn and Pandas.
Health Insurance Broker
Amaya Group
01.2015 - Current
- Leveraged networking opportunities to establish partnerships with local businesses and professionals
- Analyzed client data and competitor trends to identify opportunities, increasing retention rates.
- Used Excel to track and organize 300+ client accounts, streamlining reporting and compliance submissions.
Education
Bachelor of Science (B.S.) - Math
University of Texas At El Paso
El Paso, TX05.2023
Certification - Big Data Analytics
University of Texas At El Paso
El Paso, TX05.2023
Skills
- Logistic Regression
- Neural networks
- KMeans
- Sci-kit Learn/Seaborn/Pandas/Numpy
- Jupyter/VS Studio/Pycharm
- SQL
- Tableau
Languages
English
Spanish
Timeline
Data Analytics
.
08.2023 - Current
Health Insurance Broker
Amaya Group
01.2015 - Current
Bachelor of Science (B.S.) - Math
University of Texas At El Paso
Certification - Big Data Analytics
University of Texas At El Paso
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