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ailinalvarez/README.md

Hi there! I'm Ailín Alvarez 👋

Business Operations Specialist | Data Analyst

Transforming operational workflows into data-driven strategies.


👤 Profile | Perfil Profesional

English: With 3+ years of experience optimizing business operations and leading cross-functional teams, I’ve evolved my career toward Data Analytics. My background in Special Education is my competitive edge: it developed my ability to communicate complex insights clearly and maintain a human-centered approach to technical problem-solving. I don't just process data; I translate it into actionable business solutions.

Español: Con más de 3 años de experiencia optimizando operaciones y coordinando equipos, he evolucionado mi carrera hacia el Análisis de Datos. Mi formación en Educación Especial es mi ventaja competitiva: desarrolló mi capacidad para comunicar hallazgos complejos de forma clara y mantener un enfoque humano en la resolución de problemas técnicos. No solo proceso datos; los traduzco en soluciones de negocio accionables.


🛠️ Tech Stack & Tools | Tecnologías y Herramientas

Category Technologies
Data Analysis Python SQL Pandas NumPy
Visualization Matplotlib Plotly Excel
Development Jupyter VS Code Git
Operations Jira Notion Figma

🚀 Featured Projects | Proyectos Destacados

Focusing on real-world business problems and data-driven solutions:

  • 📊 Fitness Model | Churn Prediction: Using Machine Learning (K-means) to identify patterns and predict user retention.
  • 📈 Data-Driven Decisions | A/B Testing: Prioritizing hypotheses and analyzing test results to optimize revenue.
  • 🗄️ SQL - Book App Analysis | Database Insights: Extracting and analyzing relational data to understand reader behavior.
  • 🏎️ Car Market Analysis | EDA: Identifying factors that influence vehicle prices using Python and Pandas.
  • 📞 Megaline Telecom | Statistical Analysis: Recommending profitable plans based on client behavior.
  • 🎮 Ice Online Gaming | Sales Analysis: Identifying patterns that determine the success of a video game.

📫 Connect with me | Contacto


"Every problem requires a different solution depending on the factors around it."

Pinned Loading

  1. sprint11 sprint11 Public

    Jupyter Notebook 1

  2. sprint10-data-driven-business-decisions sprint10-data-driven-business-decisions Public

    Jupyter Notebook 1

  3. Business-Analysis Business-Analysis Public

    Business Analysis

    Jupyter Notebook 1

  4. sprint8-SQL sprint8-SQL Public

    Learning about SQL: data collection and storage

    Jupyter Notebook 1

  5. fitness-model fitness-model Public

    Jupyter Notebook 1

  6. CallMeMaybe CallMeMaybe Public

    Jupyter Notebook 1