Rebeca Garza
Summary
Highly-motivated Data Scientist with desire to take on new challenges. Strong worth ethic, adaptability and exceptional interpersonal skills. Adept at working effectively unsupervised and quickly mastering new skills.
Overview
4
4
years of professional experience
Work History
Mechatronic Commissioning Engineer
Dematic
Monterrey
06.2021 - 07.2023
- Test and bring conveyor systems into an operational state using different technologies such as PLCs (Allen Bradley), CAN network, Ethernet/IP, ASi network, VFDs.
- Leading of area teams to meet deadlines and expectations
- Corrective modification of hardware, and/or software systems.
- Effective communication with the client to achieve expectations
Commissioning of Amazon sites:
- SCK4, FWA4, DET6, YXU1, FWA6
Cut-ins and special projects:
- Modification and improvement of 3 lines at GEG1
- System performance improvement in SAN3
Subject Matter Expert of SLAMS technology
- Implementation of standard work instructions and checklists for commissioning
Maintenance Engineer Intern
Ternium
Monterrey
08.2020 - 06.2021
- Administrative tasks on material handling of sheet lamination equipment
- Net utilization analysis of lamination equipment
- Preventive actions on maintenance
Project Intern
Frigus Bohn
Monterrey
08.2019 - 12.2019
- Design, manufacture, and development of a leak proof system in coils
- Cost and time reduction in leak proof process
- Won 2nd Place in engineering competition "Conexion Tec"
Education
PGP - Data Science & Business Analytics
The University of Texas at Austin
Austin, TX05-2024
Bachelor of Science - Mechanical Engineering
Tecnológico De Monterrey (ITESM)
Monterrey, NL, MEX07.2021
Skills
- Python
- Data Visualization
- SQL
- Verbal and Written Communication
- Team Leadership
- Microsoft Office
Academic Projects
ReCell Project
- Analyze the used devices dataset, build a model which will help develop a dynamic pricing strategy for used and refurbished devices, and identify factors that significantly influence the price.
- Key skills: EDA, Linear Regression, Business Insights & Recommendations
INN Hotels Project
- Analyze the data of INN Hotels to find which factors have a high influence on booking cancellations, build a predictive model that can predict which booking is going to be cancelled in advance, and help in formulating profitable policies for cancellations and refunds.
- Key skills: EDA, Data Preprocessing, Logistic Regression, Multicollinearity, Decision Tree, Pruning
Easy Visa Project
- Analyze the data of visa applicants, build a predictive model to facilitate the process of visa approvals, and based on important factors that significantly influence the visa status, recommend a suitable profile for the applicants for whom the visa should be certified or denied.
- Key skills: Customer profiling, Bagging Classifiers, Boosting Classifier, Gradient Boosting, XGBoost, Stacking Classifier, Hyperparameter Tuning using GridSearchCV
Accomplishments
Founding President, Club Rotaract Monterrey Sur, Monterrey
JUNE 2018 — JULY 2019
Cultural Exchange, Rotary Youth Exchange Program, Rauma, Finland
AUGUST 2014 — JULY 2015
Timeline
Mechatronic Commissioning Engineer
Dematic
06.2021 - 07.2023
Maintenance Engineer Intern
Ternium
08.2020 - 06.2021
Project Intern
Frigus Bohn
08.2019 - 12.2019
PGP - Data Science & Business Analytics
The University of Texas at Austin
Bachelor of Science - Mechanical Engineering
Tecnológico De Monterrey (ITESM)
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