@martnj
Mechatronics engineering intern at Benebión supporting PLC automation and building a predictive maintenance model with F1 0.86.
MexicoAt Benebión, I support PLC programming, automation system integration, and motor and servomotor testing. I also collaborate on control panel wiring, machine section integration, functional testing, and technical diagnostics.
In my predictive maintenance project, I developed a pipeline using the AI4I 2020 milling-machine dataset and applied feature engineering while preventing data leakage. Random Forest currently leads the model comparison, with an F1 score of 0.86.
Work history, roles, and key accomplishments
Benebión
May 2026 - Present (5 months)
Support PLC programming, automation system integration, motor/servomotor testing, and machine commissioning. Collaborate on control panel wiring, machine section integration, functional testing, and technical diagnostics.
UASLP UAMRA
Jun 2023 - Aug 2025 (2 years 2 months)
Taught classification, regression, and clustering through practical Python exercises using real datasets.
Degrees, certifications, and relevant coursework
Bachelor's, Mechatronics Engineering
2022 -
Pursuing a Bachelor's degree in Mechatronics Engineering with expected graduation in 2026.
High School Diploma, General Studies
2020 - 2022
Completed bilingual high school education.
Software and tools used professionally
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