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IsaacEx/README.md

Hi there 👋, I'm Isaac!

I'm a Business Analyst with 2.5 years of experience in market research and business process diagnostics. I've complemented this qualitative experience with deep technical skills in quantitative analysis.

I am a professional focused on problem-solving, acting as a bridge between technical and business teams. I enjoy translating complex business challenges into data analysis and communicating the results clearly.

My projects in predictive modeling, risk analysis, and operations optimization demonstrate how I apply these skills in practice.

🛠️ My Tech Stack

Analysis & Modeling: Python | SQL | Pandas | NumPy | Scikit-learn | Scipy

Visualization & BI: Tableau | Dash | Streamlit | Matplotlib | Seaborn

Business: KPI Analysis | Process Diagnostics | Unit Economics | A/B Testing

Tools: Git/GitHub | VSC | Cursor

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  1. yt-trends-dashboard-pipeline yt-trends-dashboard-pipeline Public

    Pipeline ETL automatizado diseñado para Sterling & Draper para el análisis de tendencias de contenido en YouTube. Desarrollado con Python 3.12, Pandas 3.0 y PyArrow CoW para una refactorización de …

    Jupyter Notebook

  2. aab-testing-optimized-pipeline aab-testing-optimized-pipeline Public

    A/A/B Testing & Funnel Optimization pipeline para FoodTech. Análisis de impacto UI/UX con rigor estadístico (Z-Test, Bonferroni) y arquitectura de alto rendimiento en Pandas 3.0 + PyArrow.

    Jupyter Notebook

  3. ab-test-ecom-revenue-optimization ab-test-ecom-revenue-optimization Public

    Optimización de ingresos e-commerce mediante priorización ICE/RICE y análisis de Tests A/B. Implementación robusta con Mann-Whitney U, corrección de Bonferroni y filtrado técnico de outliers (P96/P…

    Jupyter Notebook

  4. showz-unit-economics-analysis showz-unit-economics-analysis Public

    Auditoría estratégica de ROI y Unit Economics para la plataforma Showz. Identificación de ineficiencias críticas en la captación de usuarios y optimización de la rentabilidad operativa mediante el …

    Jupyter Notebook

  5. ice-gaming-market-analysis ice-gaming-market-analysis Public

    Video Game Market Analysis (2012-2016): Consultoría Estratégica y Validación Estadística para 2017. Enfoque en Plataformas y Eficiencia Comercial.

    Jupyter Notebook

  6. instacart-market-basket-analysis instacart-market-basket-analysis Public

    Informe Técnico de Análisis de Mercado: Auditoría de integridad y descubrimiento de patrones de consumo masivo (4.5M+ registros) en el ecosistema de Instacart.

    Jupyter Notebook