Patricio Martinez
Mr.
Hurst,TX
Summary
Data Scientist with a Master's in Applied Data Science and a strong foundation in Python, SQL, and machine learning. Experienced in analyzing complex datasets, identifying trends, and delivering actionable insights to support strategic decision-making. Proven ability to build data-driven solutions that drive business impact.
Overview
13
13
years of professional experience
6050
6050
years of post-secondary education
2
2
Languages
Work History
World Language Teacher
Duncanville ISD
01.2024 - 01.2025
- Developed and delivered curriculum-aligned Spanish instruction for high school students, adapting lessons to diverse learning styles.
- Used formative assessments and performance data to adjust teaching strategies and improve student outcomes.
- Integrated digital tools and real-world themes to enhance engagement and relevance in language learning.
- Collaborated with fellow educators to support curriculum development and cross-departmental projects.
World Language Teacher
Hurst-Euless-Bedford ISD
01.2014 - 01.2023
- Adapted teaching methodologies to a diverse student base, enhancing analytical and critical thinking skills.
- Utilized data-driven approaches to track and assess student performance, modifying instructional strategies to meet individual learning needs and maximize student growth.
- Created interactive lessons to foster critical thinking and problem-solving skills, encouraging students to apply concepts to real-world scenarios.
- Integrated technology into lesson plans to enhance learning outcomes and maintain student engagement.
- Adapted teaching strategies to cater to various learning styles and multiple intelligences, including visual, auditory, and kinesthetic learners, ensuring every student reached their full potential.
- Designed and implemented innovative lesson plans aligned with curriculum standards, fostering student engagement and encouraging active participation.
Interpreter
Schillig Law PLLC
01.2020 - 01.2021
- Provided accurate and timely interpretation services for legal consultations, citizenship interviews, and client meetings, ensuring clear communication between immigration agents and non-English-speaking clients.
- Maintained strict confidentiality and handled sensitive legal information with the highest degree of professionalism and discretion.
- Demonstrated strong cultural sensitivity and awareness, facilitating better understanding between diverse clients and legal professionals.
Analytical Chemist
Frito Lay Research
01.2012 - 01.2013
- Utilized a range of software, techniques, and equipment to conduct research and analysis.
- Effectively analyzed and interpreted data for the development of projects.
- Evaluated discrepancies and ensured accurate data recording in compliance with research protocols.
- Collaborated with cross-functional teams to solve complex, industry-specific challenges in product development and manufacturing processes.
Education
Master of Science - Applied Data Science
University of San Diego
01-2025
Bachelor of Science - Biology, Chemistry
University of North Texas
Bachelor of Arts - French Literature & Culture
University of North Texas
Skills
- DATA SCIENCE
- Programming Languages: Python, R, SQL, JavaScript
- Machine Learning: Supervised Learning (Regression, Classification), Unsupervised Learning (Clustering, Dimensionality Reduction), Model Tuning (Grid Search, Random Search), Feature Engineering
📊 Data Science Projects 🧪 Predicting Metabolic Syndrome Using NHANES Capstone Project — University of San Diego Developed machine learning models (Logistic Regression, Random Forest, XGBoost) to predict metabolic syndrome based on behavioral and clinical health data Used SMOTE for class balancing, applied standardization, and evaluated with 5-fold cross-validation Achieved 685% test accuracy; Random Forest model offered best performance and insight into medication impact Applied SHAP for interpretability and feature importance analysis Delivered final project report and presentation with visual dashboards and findings 🛍️ Retail Sales Forecasting — Walmart Time Series Project Forecasted department-level sales using Ridge Regression, ARIMA, and SARIMA models Included external regressors such as unemployment and temperature to boost model performance Compared model RMSE scores and used visualization tools to explain trends and seasonality
Accomplishments
- Certification of Christianity through Scriptures | Harvard Divinity School 2023
- Select Soccer Coach - D National License
Timeline
World Language Teacher
Duncanville ISD
01.2024 - 01.2025
Interpreter
Schillig Law PLLC
01.2020 - 01.2021
World Language Teacher
Hurst-Euless-Bedford ISD
01.2014 - 01.2023
Analytical Chemist
Frito Lay Research
01.2012 - 01.2013
Master of Science - Applied Data Science
University of San Diego
Bachelor of Science - Biology, Chemistry
University of North Texas
Bachelor of Arts - French Literature & Culture
University of North Texas
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