Technologies & Tools
Expertise across the full data science and engineering stack
Physics Engineer & Data Engineer
Transforming complex data into actionable insights through advanced analytics, machine learning, and innovative digital solutions
Expertise across the full data science and engineering stack
Showcasing innovative solutions in data science, machine learning, and digital transformation
End-to-end executive analytics dashboard to automate sales reporting and income & expense tracking for Alesso Cummins. The project covered the full ETL lifecycle, from data extraction to standardized visualization.
Deep learning approach to classify and reconstruct Laguerre-Gaussian light modes using Deep Convolutional Neural Networks (CNNs).
Fiscal Risk Tracker system at BRP Querétaro to ensure consistency between internal trade compliance records and data reported to the Mexican tax authority (Hacienda).
Advanced computational physics simulation using GAMESS and Mathematica based on advanced electronic structure theory for molecular modeling.
Mathematical and computational study of the Chen attractor, a chaotic system related to the Lorenz system but belonging to a distinct family of nonlinear dynamical systems.
Mathematical and computational model of the COVID-19 pandemic evolution in Querétaro, Mexico using the Kermack–McKendrick SIR framework and numerical approximations.
2D platformer video game in Unity called ECOTOONS, designed with an environmental awareness theme.
Professional journey and academic achievements
Alesso Cummins
February 2025 - October 2025
Use of Python, SQL and Microsoft Fabric to implement ETL pipelines and real-time monitoring systems of massive commercial and fiscal data.
BRP (Bombardier Recreational Products)
July 2023 - August 2024
Use of Python and SQL for database maintenance, development of automated reporting systems and data visualization dashboards of massive global trade data.
UNAM (Universidad Nacional Autónoma de México)
October 2022 - June 2024
Use of Matlab to construct convolutional neural networks for pattern recognition and classification for optical quantum communication with LG beams.
UAQ (Universidad Autónoma de Querétaro)
January 2020 - December 2021
Use of software Gamess to perform energy calculations and geometry optimization of the $NO_2$ molecule using Hartree-Fock method.
Universitat Pompeu Fabra (UPF) and Barcelona Institute of Science and Technology (BIST)
September 2025 - August 2026
Research carried out at the Institut de Física d'Altes Energies (IFAE) where QFT models are used to predict seemly stochastic phenomena from applied sciences using Python.
Santander & BEDU
November 2023 - March 2024
Advanced certification in data science methodologies, machine learning algorithms, statistical analysis techniques and use of tools such as SQL, MongoDB, Python and R.
Universidad Autónoma de Querétaro (UAQ)
July 2019 - December 2023
Specialized in computational physics for mathematical and physical modeling. Graduate with honors and recognition for best GPA. Group leader and treasurer of the alumni society.
ICFO-UNAM
September 2023
International Schools on the Frontiers of Light. Best Poster Award.
US Particle Accelerator School
June 2022
Fundamentals of particle accelerator physics and technology with simulations and measurements lab.
CINVESTAV
August 2022
Advanced Summer School of 2022 by the physics department of CINVESTAV Zacatenco, in Mexico City.
Various Platforms
Ongoing
Continuous professional development in cloud technologies, advanced analytics, and emerging data science methodologies.