Raul Gonzalez
About
Detail
Senior Data Engineer | AI Engineer | Azure/Fabric/Databricks | Python & SQL
Querétaro, Mexico
Résumé
Jobs
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Senior Business Intelligence Engineer & AnalystConcentrixJun 2023 - Current (3 years 3 months)Responsible for designing, building, and maintaining scalable data models, leading technical development, building ETL processes, automating tasks, optimizing workflows, and enabling advanced analytics capabilities that provide meaningful business value through insightful data visualizations. Concentrix Catalyst is the experience design and engineering team of Concentrix. Came to Concentrix as a part of their acquisition of PK.- Senior Data EngineerConcentrixJun 2023 - Current (3 years 3 months)Responsible for designing, building, and maintaining scalable data models, leading technical development, building ETL processes, automating tasks, optimizing workflows, and enabling advanced analytics capabilities that provide meaningful business value through insightful data visualizations. Concentrix Catalyst is the experience design and engineering team of Concentrix. Came to Concentrix as a part of their acquisition of PK.
- Business Intelligence AnalystConcentrixDec 2021 - Jun 2023 (1 year 7 months)
- Math TutorSelfemployedJan 2017 - Dec 2024 (8 years)Independent math tutoring for high school and college students.
- DData Scientist and Data EngineerData Pulse AnalyticsAug 2020 - Dec 2021 (1 year 5 months)Responsible for extracting, processing, and analyzing data using business intelligence tools, developing software solutions, managing databases, building data pipelines, and training machine learning algorithms to extract value from data, generate business insights, and help companies take data-driven decisions. Also performing full stack developer tasks including: discussing development requirements with clients, proposing algorithmic solutions, ensuring an efficient user experience, designing program logic, and managing databases and API calls. Developing software solutions using the Django web framework, React, Docker and working with Agile methodologies.
Education
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- Master's degree, Data ScienceThe University of Texas at AustinJan 2025 - Current (1 year 8 months)Pursuing a Master's in Data Science at The University of Texas at Austin, focusing on statistical modeling, machine learning, deep learning, and data visualization. Coursework includes Data Structures & Algorithms, Data Exploration & Visualization, Machine Learning, Deep Learning, Reinforcement Learning, Natural Language Processing, among others. Developing expertise in Python, AI, and cloud computing, applying data-driven approaches to solve real-world problems. Passionate about leveraging data science and AI to drive insights and innovation.
- Bachelor's degree, Mechatronics EngineeringUniversidad Anáhuac QuerétaroJan 2017 - Dec 2021 (5 years)Graduated as the top student of my class earning an Honorable Mention and the CENEVAL Award for the EGEL-Excellence Performance. Academic Excellence, Vertice Excellent Program, Social Action Committee Jan 2020 - May 2021: Member of the Social Action Committee of Vertice Jan 2018 - May 2021: Member of Vertice Excellent Program Main Projects -Detecting Covid-19 Using Supervised & Unsupervised Learning -Pulsar Star Prediction Using Machine Learning -Autonomous Underwater Glider -Kalman Filter for the Parametric Identification of a Mechanical Ventilator System Professional Electives: Machine Learning, Artificial Intelligence, Industry 4.0
- High School DiplomaMacris SchoolJan 2013 - Dec 2017 (5 years)2016-2017 Class Vice President 2016-2017 Choir Member 2014-2017 Math Club Representative 2014-2017 Marching Band Member 2014-2017 Operation Smile Volunteer
Projects (professional or personal)
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- DDetecting Covid-19 using Supervised & Unsupervised LearningJan 2020 - May 2020 (5 months)This project aimed to contribute with the research on detecting Covid-19 on radiography using machine learning. We intend to find best supervised machine learning binary classification technique to classify a radiography with Covid-19 or with other viruses. For this, compared the results of four of the most famous classification algorithms: Logistic Regression, Support Vector Machine, K Nearest Neighbors and Neural Networks.
- KKalman Filter for the Parametric Identification of a Mechanical Ventilator SystemJan 2020 - May 2020 (5 months)The aim of this project was to implement a Kalman filter as an attempt to perform the parametric identification of a state-space representation describing the dynamical system attributed to a mechanical ventilator that will assist a patient in the different stages of breathing both when the patient is conscious and unconscious.
- PPulsar Star Prediction Using Machine LearningSep 2019 - Sep 2020 (1 year 1 month)To contribute with the rigorous research on pulsar stars and help reduce the computational costs and time, we intend to find best supervised machine learning binary classification technique to classify a pulsar candidate as a real pulsar star or as radio frequency interference using the HTRU2 data set which describes a sample of pulsar candidates collected during the High Time Resolution Universe Survey. The case study and dataset were taken from https://archive.ics.uci.edu/ml/datasets/HTRU2
- AAutonomous Underwater GliderJan 2019 - May 2019 (5 months)Design and manufacture an autonomous underwater glider, that manages to convert a purely vertical movement into a continuous harmonic movement through changes in its buoyancy, due to the change in its mass controlled by a stepper motor and syringes that suck and eject water, and the implementation of a pair of wings and a stabilizer.
- PPulsar star recognitionA machine learning project to detect pulsar stars. Programmed in python. Made in collaboration with other classmates
Awards
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- CExcellence Performance Award – CENEVALCentro Nacional para la Evaluación de la Educación Superior CENEVALDec 2021Academic recognition awarded to less than 2% of all students in Mexico, who got an outstanding score in the national graduation exam EGEL.
- Honorable MentionUniversidad Anáhuac QuerétaroDec 2021Academic distinction awarded to the students that completed their Bachelor’s Degree with a final average of 9.5 or higher.
- Harvard-MIT Math Tournament ParticipationMacris SchoolJan 2017Recognition granted for representing the school in the Harvard-MIT Math Tournament of November 2016 held at Harvard University.
- Academic ExcellenceUniversidad Anáhuac QuerétaroPrize awarded to 5% of the students of all the university with the best averages in their corresponding careers; obtained in multiple semesters in the degree in Mechatronic Engineering.