About
I’m an Industrial & Systems Engineering student who builds analytics that teams can actually use. I partner with operators, engineers, and managers to turn plant data into simple dashboards and models that improve cost, throughput, and quality. My experience spans manufacturing ML, management systems, and project delivery—always with a focus on collaborating across functions and optimizing how work gets done.
Education
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Texas A&M University — College Station, TX
B.S. Industrial & Systems Engineering • May 2026
Minor: Engineering Project Management • Certificate: Data Engineering • GPA: 3.55
Skills
Technical
Python (pandas, scikit-learn), Power BI, Excel (advanced modeling, pivots, regressions), VBA automation, R
Analytics & Optimization
Predictive modeling, KPI design, cost/throughput optimization, root-cause analysis, data cleaning & feature engineering, experiment design
Teamwork & Communication
Cross-functional collaboration with operators/engineers/managers, requirements gathering, stakeholder updates, clear visuals and documentation
Certifications
Lean Six Sigma Green Belt; working knowledge of Lean Manufacturing & ISO 9001/14001/45001
Languages
Fluent in English and Spanish
Experience
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Industrial Engineering Intern — Tenaris USA, Houston, TX
May 2025 – Aug 2025
- Built and deployed a Python ML model with a live data pipeline to predict insert life across 10 threading lines—enabling real-time cost forecasting and an estimated $200K/year in savings at the McCarty facility.
- Partnered daily with operators, process engineers, and managers to translate line-side needs into usable analytics and standardize consumption reporting.
- Selected among 30 intern projects to present to the 40-member U.S. industrial planning team; solution highlighted for replication across plants.
Data Analytics Cross-functional Optimization -
Management Systems Intern — Cementos Progreso, San Gabriel Plant, Guatemala
Jun 2024 – Aug 2024
- Designed a data-driven framework to monitor 500+ risks, opportunities, and stakeholders aligned to ISO 9001/14001/45001; prioritized actions by impact.
- Co-built a Power BI dashboard with VBA integration to turn the framework into a continuous monitoring tool for leadership decision-making.
- Supported ISO audits and root-cause analyses, driving measurable improvements across quality, environment, and safety processes.
Power BI Stakeholder Collab Continuous Improvement -
Project Engineer Co-Op — Rodio Swissboring, Guatemala City, Guatemala
Jan 2021 – Nov 2021
- Supported a $3.5M overpass project through schedule optimization, cost analysis, and safety inspections to keep work on time and within budget.
- Assisted maintenance and repair of multimillion-dollar equipment, reducing downtime and improving on-site reliability.
- Completed a year-long rotation across engineering and mechanical roles, adapting quickly to diverse team needs.
Field Coordination Schedule Optimization Cost Analysis -
Co-Owner — Vudu Entertainment, College Station, TX
Aug 2023 – Present
- Led a team of 6 and managed budgets up to $50K; standardized operations to improve repeatability and margin.
- Built partnerships and customer relationships; planned and executed a 1,200-person event with end-to-end logistics.
Team Lead Ops Optimization Reporting
Projects
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Insert Life Predictor (Tenaris)
Python + scikit-learn + Random Forest + Streamlit model to forecast pieces per insert from cutting parameters. Built with operators and engineers, predictions for real-time monitoring and standardized consumption reporting.
Focus: data pipeline design, feature engineering, ML deployment, cross-functional rollout.
ML & Data Co-designed with Ops Cost Optimization -
Cementos Progreso – Risk & Stakeholder Monitoring Tool
Developed a data-driven framework at the San Gabriel plant to track 500+ risks, opportunities, and stakeholders. Built a Power BI dashboard with VBA integration to turn it into a continuous monitoring and decision-making tool.
Focus: ISO 9001/14001/45001 compliance, root-cause analysis, and continuous improvement of quality, environmental, and safety processes.
Power BI + VBA Stakeholder Collaboration Process Optimization
Leadership & Achievements
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High-Performance Athlete — Guatemalan Olympic Sailing Committee
2010 – Present
Competed internationally for over a decade; multiple national titles. Built resilience, teamwork, and execution under pressure.
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Regional Conference Coordinator — IISE, Texas A&M
Aug 2024 – Present
Coordinate with faculty and industry to create engagement opportunities; supporting the organization of the 2026 IISE Regional Conference.
Resume
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College Station, TX • (979) 328-2629