About Me

Patricio Adulfo Villanueva Gio

A dedicated student pursuing a Bachelor's degree in Data Science and Engineering at ITESO, Guadalajara. Passionate about leveraging data to drive innovation and solve complex problems.

Aspiring Data Scientist & Engineer

About Me

Patricio Adulfo Villanueva Gio

A dedicated student pursuing a Bachelor's degree in Data Science and Engineering at ITESO, Guadalajara. Passionate about leveraging data to drive innovation and solve complex problems.

Aspiring Data Scientist & Engineer

About Me

Patricio Adulfo Villanueva Gio

A dedicated student pursuing a Bachelor's degree in Data Science and Engineering at ITESO, Guadalajara. Passionate about leveraging data to drive innovation and solve complex problems.

Aspiring Data Scientist & Engineer
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Skills & Expertise

Technical Skills

Programming Languages & Data Science Tools

As a dedicated student of Engineering and Data Science at ITESO in Jalisco, Mexico, I possess a strong foundation in analytical and logical problem-solving, supported by robust programming capabilities. I am proficient in a diverse range of programming languages, including Python, R, Scala, C++, Java, SQL, and CQL. My experience spans various data science roles, where I've honed my skills in web development technologies such as HTML and JavaScript. This allows me to seamlessly integrate Python back-ends with front-end interfaces, creating dynamic and user-friendly web experiences.

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    Happy Customers

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    Coding lines

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    Programming Languages

Continuous Learning

Courses & Certifications

// UDEMY: ●Advanced Scala and Functional Programming | Rock the JVM; ●Scala & Functional Programming Essentials | Rock the JVM; ●Taming Big Data with Apache Spark and Python - Hands On!; ●Apache Spark for Java Developers; ●Docker & Kubernetes: The Practical Guide [2024 Edition]; ●The Complete Java Certification Course; ● From 0 to 1: The Cassandra Distributed Database; ●The Ultimate Hands-On Hadoop: Tame your Big Data!. // HARVARD: ●CS50's Introduction to Databases with SQL; ●Principles, Statistical and Computational Tools for Reproducible Data Science; ●Applications of TinyML.

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Professional Experience

Work Experience

Data Engineering & Analytics Roles

COMENUM, Mexico City (remote)

Designed and implemented both relational and non-relational databases to effectively store and manage diverse course-related information for Comenum. Developed robust data management tools leveraging Python, Java, and Scala, primarily utilizing Apache Spark and PySpark. Additionally, built and deployed multiple applications across various servers using Docker containerization technology. The core development of these applications was primarily carried out in C++ and Java.

Data engineer jr

Gio Consultores, Jalisco (on-site)

Developed Python programs to automate the processing of candidate data from CSV files. This streamlined the extraction of relevant information for various companies, enabling the efficient and near-autonomous generation of quarterly government reports. Additionally, implemented both simple and complex regression models to identify key factors that differentiate successful candidates, ensuring that the models were trained to be unbiased with respect to age and gender.

Data Analyst (family business)

GIO TECHNOLOGIES, Jalisco (on-site)

Designed and developed web pages that seamlessly integrate analytics microservices, catering to diverse businesses seeking a harmonious blend of aesthetics and functionality. Leveraged data from various sources, ranging from cloud-based S3 storage to local Excel files, to extract valuable insights, primarily sales-related. This information was then utilized to construct predictive models and define clear target customer profiles, empowering businesses to make informed decisions and optimize their strategies.

Development of digital tools and data-driven consulting (freelancer)
Academic Journey

Education

From High School to Higher Education

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Community of Innovative Humans, Guadalajara, Jalisco, Mexico

2016 – 2019

junior high school

The CIH, recognized for its high-performance standards and bicultural approach, fosters an environment where students excel not only in English and mathematics but also in their personal and social development. From my first year in 2016, I actively engaged in the mobile application development workshop, which provided a valuable introduction to the world of programming. Additionally, starting from the second year, I participated in the debate workshop, an experience that honed my critical thinking and communication skills. This involvement led me to compete in various debate competitions across Jalisco, including the prestigious ALEMUN, where debates were conducted entirely in English, further enhancing my language proficiency and confidence. The CIH’s emphasis on both academic excellence and holistic growth created a stimulating and enriching learning experience that shaped my formative years.

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Universidad del Valle de México, Guadalajara, Jalisco, Mexico

2019 – 2022

high school

At UVM, I enrolled in the Bicultural plan, immersing myself in a bilingual learning environment where half of my classes were conducted in Spanish and the other half in English. This experience significantly enhanced my communication skills and cultural awareness. During my time at UVM, I actively participated in student leadership, serving as both the president of my group and later of my entire generation. These roles allowed me to develop valuable leadership and organizational skills. Furthermore, my passion for programming flourished during this period, thanks to the guidance and mentorship of a dedicated professor who instilled in me the importance of good coding practices and a lifelong pursuit of knowledge. The combination of academic rigor, bilingual education, and leadership opportunities at UVM provided a solid foundation for my future endeavors.

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Instituto Tecnológico y de Estudios Superiores de Occidente, Guadalajara, Jalisco, Mexico

2022 – 2026

Bachelor’s degree in Data Science and Engineering

ITESO, a distinguished institution recognized for its dedication to social innovation and academic excellence, provides the ideal environment for my growth as a data scientist and engineer. The Data Science and Engineering program offers hands-on experience in data analysis and the development of impactful solutions. ITESO’s emphasis on ethical responsibility and the societal implications of technology has been instrumental in shaping my perspective. This unique learning environment not only fosters my technical skills but also deepens my understanding of the transformative role data can play in addressing societal challenges. As a testament to my commitment to knowledge-sharing, I initiated and lead a study group where I teach various quantitative subjects, including calculus, linear algebra, statistics, and modeling using Python and R.