Marcel Carmona
Tijuana
Overview
5
5
years of professional experience
Work History
Data Scientist
Panthers And Steel Windows
12.2022 - Current
- Implemented MRP structures for data collection, improving efficiency by 20% and reducing data errors by 15%
- Developed full-stack software using Python, Java, and CSS, resulting in a 30% optimization of system performance
- Used ML algorithms such as neural networks and SVM for data analysis, achieving 95% prediction accuracy
- Conducted data analysis and processing with Jupyter Notebook, enhancing data visualization and decision-making.
Professor in the Faculty of Chemical Sciences and Engineering
Universidad Autónoma de Baja California
10.2022 - Current
- Taught courses in science and engineering to over 420 students, using interactive methods and assessments to measure learning progress
- Conducted research on occupational health and psychosocial risks, employing data analysis and surveys to identify key risk factors
- Organized and presented 5 talks on stress and psychosocial risks, reaching an audience of 150.
Data Analyst/Engineer
GEMBA tech
12.2020 - 11.2021
- Compiled reports, charts, and descriptive summaries using Power BI, improving data visibility and facilitating decision-making by 20%
- Analyzed data and presented key results, contributing to strategic decisions that increased operational efficiency by 15%.
Industrial Engineer
Cool-pak Exports
09.2019 - 11.2020
- Implemented and controlled production procedures, improving operational efficiency by 25% and reducing cycle times by 15%
- Created part numbers, BOMs, and cost estimates, resulting in a 10% reduction in production costs
- Estimated production costs and developed cost-saving methods, achieving a 12% annual reduction in operational costs.
Education
i -
Universidad Autónoma De Baja California
06.2024
Master of Science (M.S.) in Engineering and Innovation -
CETYS Universidad
06.2023
Industrial Engineering -
Universidad Autónoma de Baja California
12.2019
Skills
- Programming Languages and Software: Python, NoSQL, Java, CSS, Excel, Power BI, MATLAB, R
- Machine Learning: Neural networks, classification, regression
- Data Analysis: Data visualization, modeling
- Occupational Health: Knowledge of NOM-035 STPS, occupational health management, psychosocial risk assessment
- Presentation and Teaching: Experience in course delivery and seminar organization
Timeline
Data Scientist
Panthers And Steel Windows
12.2022 - Current
Professor in the Faculty of Chemical Sciences and Engineering
Universidad Autónoma de Baja California
10.2022 - Current
Data Analyst/Engineer
GEMBA tech
12.2020 - 11.2021
Industrial Engineer
Cool-pak Exports
09.2019 - 11.2020
i -
Universidad Autónoma De Baja California
Master of Science (M.S.) in Engineering and Innovation -
CETYS Universidad
Industrial Engineering -
Universidad Autónoma de Baja California