ROManagement Intern - Operations & Strategy·🟢 Open to work
Regina Ortega portrait

Emerging Professional in Operational Strategy

I’m an ambitious professional exploring new career paths, leveraging my externship experience at Amazon.

Work samples

Explore my projects focused on operational strategy and analytics, showcasing my skills and insights gained during my externship.

  • IATA Sustainability Datathon (IE University)
    IATA Sustainability Datathon (IE University)

    Applied SARIMA forecasting & Bass diffusion modeling to EU-27 aviation emissions data (2016 62050); scenario analysis (BAU vs. policy).

  • Capstone Project 6 Predictive CLV Model (Decathlon Spain)
    Capstone Project 6 Predictive CLV Model (Decathlon Spain)

    As Data Engineer, cleaned and integrated multi-source customer data on Azure Databricks (PySpark), building the unified customer feature table that powered Gradient Boosted Trees CLV modeling for 217K+ customers.

    Azure DatabricksPySpark

About me

I’m an ambitious professional exploring new career paths, leveraging my externship experience at Amazon.

I am in the early stages of my career, currently exploring new avenues and opportunities. My recent externship at Amazon in Operational Strategy and People Analytics has sharpened my analytical skills and provided me with valuable insights into organizational dynamics.

Experience

Management Intern - Operations & Strategy

MARKA LEODEO S.A. DE C.V. (Hospitality & Restaurant Services) · OCTOBER 2024 - APRIL 2025

Administrative Assistant

CAMPETELLA ROBOTIC CENTER SRL. (Industrial Automation) · OCTOBER 2021 - APRIL 2022

HR & Payroll Operations Intern

AUTO PARTES Y MAS SA DE CV (Automotive Parts) · MAY 2022 6 DEC. 2022

Education

IE SCHOOL FOR SCIENCE AND TECHNOLOGY

Master in Business Analytics & Data Science (Generative AI); Expert Diploma in AI & Data Technologies (Retail & E-commer · Class of 2026

UNIVERSIDAD AUTONOMA DE GUADALAJARA

Bachelor's degree in Business Administration · Class of 2023

Skills

Operational StrategyPeople AnalyticsData AnalysisProblem SolvingCritical Thinking

IATA Sustainability Datathon (IE University)

Applied SARIMA forecasting & Bass diffusion modeling to EU-27 aviation emissions data (2016 62050); scenario analysis (BAU vs. policy).

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Capstone Project 6 Predictive CLV Model (Decathlon Spain)

As Data Engineer, cleaned and integrated multi-source customer data on Azure Databricks (PySpark), building the unified customer feature table that powered Gradient Boosted Trees CLV modeling for 217K+ customers.

Azure DatabricksPySpark
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Venture Lab (IE University) 6 Attiria

Co-developed Attiria, a fashion AI platform using Computer Vision, Generative AI & Recommendation Systems; prototyped UI in Figma with SQL data pipelines.

Computer VisionGenerative AIRecommendation SystemsFigmaSQL
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✅ Verified by Extern

Amazon Operational Strategy & People Analytics Externship

Imagine shaping how AMAZON — yes, THE Amazon — welcomes and keeps its workforce. Every year, Amazon loses billions because new hires leave before Day 90. You’re going to fix that. In this externship, you’ll web scrape real-world employee reviews from across the web, extract actionable insights, and design persona-driven strategies to help Learning Ambassadors connect smarter, faster, and more humanely. It’s part research, part strategy—and all about learning how people data drives big decisions.

Data AnalysisPythonStrategyOperations

Overview

In this externship with Amazon, I focused on enhancing workforce retention strategies by analyzing employee reviews and operational structures within Fulfillment Centers. I identified patterns in attrition and developed persona-driven strategies to help Learning Ambassadors foster a more supportive onboarding experience, ultimately aiming to reduce turnover before Day 90.

Amazon Operational Strategy & People Analytics Externship
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What I've accomplished

I produced a CSV-style role roster that listed responsibilities, key collaborators, common tools, and notes for frontline and support roles, resolving ambiguity in the org charts.

Project breakdown

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