Statistician · Full Stack Developer · LegalTech Expert

About Me.

With more than a decade of hands-on experience leading my own businesses in commercial, administrative, and financial areas, I bring a holistic perspective that blends quantitative analysis with practical business understanding.

Specialist in Bayesian analysis, linear mixed models, machine learning, and time series. Developer of production-grade Shiny and web applications (Next.js). Well-versed in LegalTech, jurimetrics, and predictive intelligence systems.

Values & Character

SolidarityPerseverantStrategicObservantAnalytical

Technical Toolkit

Data Analysis

Applied Statistics
ML / IA
Time Series
Regression / MLM

Web Development

Next.js / Node.js
R · Python
SQL · MongoDB
LegalTech

Academic Background

Universidad Nacional de Colombia

B.Sc. in Statistics — Medellín Campus

In progress · final semesters

Statistical modeling, data processing and interpretation, trend and behavior analysis, and insights for decision-making, alerts, and projections in business and process control environments.

Academlo

Full Stack Web Development

2023 — 2024

End-to-end web application design and development: back-end with Node.js, Express, and NestJS; front-end with HTML, CSS, Tailwind, ReactJS, and Next.js.

Continuous Learning

Platzi · 2025·@esneiderriosb
Leadership & BusinessData Science & AISoftware EngineeringSoft SkillsEnglish

Teaching & Courses Created

Beyond my data analysis projects, I've designed several interactive courses in webapp format, available in the Portfolio section.

I've given private lessons to students from other fields (health, law, engineering), and to organize that content and share it easily online, I turn it into interactive webapp-style courses.

Languages

Spanish

Native

English

Upper-Intermediate · B2