Brian Cervantes Alvarez

Storytelling Statistics with Data Science

Building tools that simplify complex data and empower learners through interactive education

How I Drive Impact

Analytics Aligned to Business Goals

Translate strategic objectives into clear KPIs and measurable outcomes to directly support business growth.

Scalable Data Engineering

Build reliable ETL pipelines and data infrastructure in R, Python, SQL, and cloud platforms, ensuring accuracy and audit readiness.

High-Performance Predictive Models

Deliver predictive analytics with proven accuracy (>90%) using advanced machine-learning methods (Random Forest, Bayesian models, GBM).

Insightful Visual Communication

Craft engaging, interactive dashboards and visualizations to simplify complex insights for technical and non-technical audiences.

Continuous Improvement & Deployment

Deploy solutions to cloud infrastructure with real-time monitoring, enabling iterative improvement and sustained business impact.

Featured Projects

Education!

Interactive Teaching with webR

Created interactive lessons using webR that improves student attention for complex statistical concepts.

See Project →

Data Science!

Shiny Application for UK Accident Data

Developed a Shiny app to explore UK traffic accident trends with dynamic dashboards and an intuitive design.

See Project →

Statistics!

Applied Multivariate Analysis on Wine Data

Detailed multivariate analysis on wine quality data, offering insights and recommendations based on observed relationships.

See Project →

Data Science Toolkit

R/Shiny Development

4+ Years Experience

Building production-grade dashboards, statistical packages, and interactive educational tools

Python

3+ Years Experience

Developing machine learning pipelines, automation scripts, and data analysis workflows

Statistical Analysis

2+ Years Experience

Hypothesis testing, regression analysis, and experimental design implementation

SQL Databases

1+ Year Experience

Designing optimized schemas, writing complex queries, and managing large datasets

Statistical Consulting

1+ Year Experience

Translating business problems into statistical solutions with actionable insights

Cloud Computing

1+ Year Experience

Developing and deploying scalable data solutions on Google Cloud and AWS platforms.

Generative AI & Workflow Automation

2+ Years Experience

Core Capabilities

AI-assisted code generation
Prompt engineering for technical docs
Workflow automation scripts

"You miss 100% of the shots you don't take. -Wayne Gretzky"

— Michael Scott

Ready to Solve Problems with Data?

Let's discuss how I can contribute to your team or project.

Email Me LinkedIn

Download Full Resume

--- format: html: code-tools: true anchor-location: none echo: false message: false warning: false --- ```{=html}  <div class="hero-section"> <div class="container"> <img src="/assets/images/profile2.JPG" alt="Brian Cervantes Alvarez" class="hero-img"> <h1 class="display-4 mb-3">Brian Cervantes Alvarez</h1> <h3 class="mb-4" style="color: var(--primary-color);"> Storytelling Statistics with Data Science </h3> <p class="lead" style="max-width: 700px; margin: 0 auto 2rem auto;"> Building tools that simplify complex data and empower learners through interactive education </p> <a href="#contact" class="cta-button">Let's Collaborate →</a> </div> </div>  <div class="container"> <h2 class="text-center mb-5">How I Drive Impact</h2> <div class="skills-grid">  <div class="skill-card"> <div class="skill-icon"> <i class="bi bi-bar-chart-line"></i> </div> <h3>Analytics Aligned to Business Goals</h3> <div class="skill-desc"> Translate strategic objectives into clear KPIs and measurable outcomes to directly support business growth. </div> </div>  <div class="skill-card"> <div class="skill-icon"> <i class="bi bi-database-check"></i> </div> <h3>Scalable Data Engineering</h3> <div class="skill-desc"> Build reliable ETL pipelines and data infrastructure in R, Python, SQL, and cloud platforms, ensuring accuracy and audit readiness. </div> </div>  <div class="skill-card"> <div class="skill-icon"> <i class="bi bi-graph-up-arrow"></i> </div> <h3>High-Performance Predictive Models</h3> <div class="skill-desc"> Deliver predictive analytics with proven accuracy (>90%) using advanced machine-learning methods (Random Forest, Bayesian models, GBM). </div> </div>  <div class="skill-card"> <div class="skill-icon"> <i class="bi bi-easel2"></i> </div> <h3>Insightful Visual Communication</h3> <div class="skill-desc"> Craft engaging, interactive dashboards and visualizations to simplify complex insights for technical and non-technical audiences. </div> </div>  <div class="skill-card"> <div class="skill-icon"> <i class="bi bi-cloud-check"></i> </div> <h3>Continuous Improvement & Deployment</h3> <div class="skill-desc"> Deploy solutions to cloud infrastructure with real-time monitoring, enabling iterative improvement and sustained business impact. </div> </div> </div> </div>  <div class="container"> <h2 class="text-center mb-5">Featured Projects</h2> <div id="portfolioCarousel" class="carousel slide" data-bs-ride="carousel"> <div class="carousel-inner">  <div class="carousel-item active"> <div class="portfolio-card mx-auto" style="max-width: 800px;"> <div class="badge-tag">Education!</div> <img src="/assets/images/webR.png" class="img-fluid mb-4" alt="Interactive Teaching with webR"> <h3 class="mb-3">Interactive Teaching with webR</h3> <p class="px-3"> Created interactive lessons using <strong>webR</strong> that <span style="color: var(--primary-color); font-weight: bold;"> improves student attention </span> for complex statistical concepts. </p> <a href="https://www.datascienceyapper.com/content/blog/interactive-teaching-with-webr/" class="cta-button mt-auto">See Project →</a> </div> </div>  <div class="carousel-item"> <div class="portfolio-card mx-auto" style="max-width: 800px;"> <div class="badge-tag">Data Science!</div> <img src="/assets/images/ukCarAccident.webp" class="img-fluid mb-4" alt="Shiny Application for UK Accident Data"> <h3 class="mb-3">Shiny Application for UK Accident Data</h3> <p class="px-3"> Developed a Shiny app to explore <strong>UK traffic accident trends</strong> with dynamic dashboards and an intuitive design. </p> <a href="https://www.datascienceyapper.com/content/projects/united-kingdom-car-accident-shiny-app/" class="cta-button mt-auto">See Project →</a> </div> </div>  <div class="carousel-item"> <div class="portfolio-card mx-auto" style="max-width: 800px;"> <div class="badge-tag">Statistics!</div> <img src="/assets/images/redwhite.jpeg" class="img-fluid mb-4" alt="Applied Multivariate Analysis on Wine Data"> <h3 class="mb-3">Applied Multivariate Analysis on Wine Data</h3> <p class="px-3"> Detailed multivariate analysis on <strong>wine quality data</strong>, offering insights and recommendations based on observed relationships. </p> <a href="https://www.datascienceyapper.com/content/projects/wine-multivariate-statistical-analysis/" class="cta-button mt-auto">See Project →</a> </div> </div> </div>  <button class="carousel-control-prev" type="button" data-bs-target="#portfolioCarousel" data-bs-slide="prev"> <span class="carousel-control-prev-icon" aria-hidden="true"></span> <span class="visually-hidden">Previous</span> </button> <button class="carousel-control-next" type="button" data-bs-target="#portfolioCarousel" data-bs-slide="next"> <span class="carousel-control-next-icon" aria-hidden="true"></span> <span class="visually-hidden">Next</span> </button> </div> </div>  <div class="container"> <h2 class="text-center mb-5">Data Science Toolkit</h2> <div class="skills-grid">  <div class="skill-card" data-category="development"> <div class="skill-icon"> <img src="https://www.r-project.org/logo/Rlogo.svg" alt="R Logo"> </div> <h3>R/Shiny Development</h3> <div class="skill-meta"> <span class="skill-experience">4+ Years Experience</span> </div> <div class="skill-desc"> Building production-grade dashboards, statistical packages, and interactive educational tools </div> </div>  <div class="skill-card" data-category="data-science"> <div class="skill-icon"> <img src="https://upload.wikimedia.org/wikipedia/commons/c/c3/Python-logo-notext.svg" alt="Python Logo"> </div> <h3>Python</h3> <div class="skill-meta"> <span class="skill-experience">3+ Years Experience</span> </div> <div class="skill-desc"> Developing machine learning pipelines, automation scripts, and data analysis workflows </div> </div>  <div class="skill-card" data-category="analytics"> <div class="skill-icon"> <i class="bi bi-clipboard-data"></i> </div> <h3>Statistical Analysis</h3> <div class="skill-meta"> <span class="skill-experience">2+ Years Experience</span> </div> <div class="skill-desc"> Hypothesis testing, regression analysis, and experimental design implementation </div> </div>  <div class="skill-card" data-category="data-engineering"> <div class="skill-icon"> <i class="bi bi-database"></i> </div> <h3>SQL Databases</h3> <div class="skill-meta"> <span class="skill-experience">1+ Year Experience</span> </div> <div class="skill-desc"> Designing optimized schemas, writing complex queries, and managing large datasets </div> </div>  <div class="skill-card" data-category="consulting"> <div class="skill-icon"> <i class="bi bi-people"></i> </div> <h3>Statistical Consulting</h3> <div class="skill-meta"> <span class="skill-experience">1+ Year Experience</span> </div> <div class="skill-desc"> Translating business problems into statistical solutions with actionable insights </div> </div>  <div class="skill-card" data-category="cloud-computing"> <div class="skill-icon"> <i class="bi bi-cloud"></i>  </div> <h3>Cloud Computing</h3> <div class="skill-meta"> <span class="skill-experience">1+ Year Experience</span> </div> <div class="skill-desc"> Developing and deploying scalable data solutions on Google Cloud and AWS platforms. </div> </div> </div>  <div class="skill-card skill-card--wide" data-category="ai"> <div class="skill-icon"> <i class="bi bi-diagram-3" style="font-size: 2.5rem;"></i> </div> <h3>Generative AI & Workflow Automation</h3> <div class="skill-meta"> <span class="skill-experience">2+ Years Experience</span> </div> <div class="skill-desc"> <div class="skill-columns"> <div> <h4>Core Capabilities</h4> <ul class="skill-list"> <li>AI-assisted code generation</li> <li>Prompt engineering for technical docs</li> <li>Workflow automation scripts</li> </ul> </div> </div> </div> </div> </div>  <div class="container"> <div class="testimonial text-center"> <blockquote class="mb-4" style="font-size: 1.25rem;"> "You miss 100% of the shots you don't take. -Wayne Gretzky" </blockquote> <p class="h5" style="color: var(--primary-color);"> — Michael Scott </p> </div> </div>  <div class="container"> <div id="contact" class="text-center py-5 position-relative overflow-hidden">  <div class="cta-deco cta-deco--1"></div> <div class="cta-deco cta-deco--2"></div> <h2 class="mb-4 position-relative">Ready to Solve Problems with Data?</h2> <p class="lead mb-5 position-relative"> Let's discuss how I can contribute to your team or project. </p> <div class="d-flex justify-content-center gap-3 mb-4 position-relative">  <a href="mailto:[email protected]" class="cta-button cta-button--main"> <svg style="width:1.3em; height:1.5em; vertical-align: top; margin-right: 0.4rem;" viewBox="0 0 24 24"> <path fill="currentColor" d="M20 18h-2V9.25L12 13 6 9.25V18H4V6h1.2l6.8 4.25L18.8 6H20m0-2H4c-1.11 0-2 .89-2 2v12a2 2 0 0 0 2 2h16a2 2 0 0 0 2-2V6a2 2 0 0 0-2-2z"/> </svg> Email Me </a>  <a href="https://linkedin.com/in/bcervantesalvarez" class="cta-button cta-button--linkedin" target="_blank" rel="noreferrer"> <i class="bi bi-linkedin" style="margin-right: 0.4rem;"></i> LinkedIn </a> </div>  <a href="assets/documents/resume/BCA-Resume.pdf" download class="download-link resume-download position-relative"> <i class="bi bi-file-earmark-arrow-down" style="font-size: 1.2rem; margin-right: 0.4rem;"></i> Download Full Resume </a> </div> </div> ```