
Ari de León
@aridelen
I turn operational and business data into actionable insights using SQL, Python, Tableau, and statistical analysis.
What I'm looking for
I've analyzed operational data at Continental Automotive to uncover production bottlenecks, reducing machine downtime by 12% through metric collection and Excel-based modeling.
I also automated validation for production solutions using 3D-printed prototypes, cutting test cycles from four weeks to under two weeks. By restructuring technical documentation and training manuals, I reduced new-operator onboarding time by 25%.
At Universidad de Guanajuato, I developed and validated ANSYS FEA models for a biomedical implant, processed large stress and deformation datasets, and translated results into design decisions.
I'm a Mechanical Engineering graduate trained in data analytics through TripleTen, working with SQL, PostgreSQL, Python, Pandas, NumPy, Tableau, data cleaning, modeling, visualization, and statistical analysis to support better decisions.
Experience
Work history, roles, and key accomplishments
Industrial Engineering Intern
Continental Automotive
Aug 2024 - Dec 2024 (4 months)
• Analyzed time-motion study data to identify production bottlenecks — reducing machine downtime by 12% through metric collection and Excel-based modeling.
• Automated technical validation of production problem solutions — compressing the test cycle from 4 weeks to under 2 weeks using 3D prototype printing.
• Restructured process documentation and training manuals — reducing operator onboarding ti
Process Analyst
Continental Automotive, Silao, México
Aug 2024 - Dec 2024 (4 months)
Analicé datos operativos de estudios de tiempo-movimiento para identificar cuellos de botella — reduciendo el tiempo de inactividad en un 12% mediante modelado y análisis en Excel. Automaticé la validación de soluciones técnicas para problemas de producción — acelerando el ciclo de prueba de 4 semanas a menos de 2 semanas mediante impresión 3D de prototipos. Reestructuré documentación técnica y ma
Simulation & Data Analyst (Academic Research Project)
Aug 2023 - Jun 2024 (10 months)
• Developed and validated FEA simulation models for a biomedical implant in ANSYS — achieving stable convergence and reducing numerical errors via adaptive meshing.
• Processed large simulation datasets (stress, deformation) and translated findings into actionable design decisions in a structured research report.
CAD Designer & Technical Documentation
Design 13Tech
Apr 2023 - Jun 2023 (2 months)
• Translated abstract client requirements into precise 3D parametric models in SolidWorks — achieving 100% specification compliance for manufacturing.
• Standardized documentation workflows (blueprints, BOMs) — eliminating production interpretation errors through unified review templates and protocols.
Autocad Designer
Design 13Tech, Montreal, Canadá
Apr 2023 - Jun 2023 (2 months)
Transformé requisitos abstractos del cliente en modelos 3D paramétricos en SolidWorks — garantizando el 100% de cumplimiento de especificaciones para fabricación. Estandaricé flujos de documentación técnica (planos, listas de materiales) — eliminando errores de interpretación en producción mediante plantillas unificadas y protocolos de revisión.
Education
Degrees, certifications, and relevant coursework
DataCamp
SQL Intermedio para Análisis de Datos
Cisco
Python Essentials 1 y 2
AI Transition Lab
Certificación en Análisis de Datos
Universidad de Guanajuato
Bachelor of Mechanical Engineering
Certificate of Undergraduate Studies
TripleTen
BootCamp, Data Analytics
2025 - 2026
Coursera
Certificate of Undergraduate Studies, Project Management
2023 - 2024
Universidad de Guanajuato
Bachelor's Degree, Mechanical Engineering
2017 - 2024
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Job categories
Skills
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