5+ years of experience AI in production (RENAPER/AWS Rekognition) Instructor in Data Science & AI

Software Engineer · AI & Automation.

Solid foundation in full-stack development (.NET Core, Angular) and a growing specialization in applied AI. Real experience taking AI solutions to production at government/enterprise scale, plus building and validating my own predictive models with Python.

Projects for Coca-Cola Embonor Renaseg (SSN) Information Systems Agency

01Projects

Enterprise systems that hold up under real load, and AI/data models validated with rigor.

AI & Data

AI-Powered Biometric Validation

Facial recognition + liveness detection with AWS Rekognition, integrated with RENAPER

AWS RekognitionRENAPERNode.js/NestJSAngularAWS QLDBReconocimiento facial
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Agricultural monitoring with Machine Learning

Crop monitoring app with ML and IoT traceability on AWS QLDB (Spanish client)

PythonScikit-learnGoogle ColabAWS LambdaAWS QLDBNode.jsAngular
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2026 World Cup prediction model

Elo rating, Poisson and Monte Carlo simulation to estimate each team's probability, validated against the real tournament

PythonPandasStatsmodelsPlotlyStreamlitMonte Carlo
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Student dropout prediction

Risk model to prioritize tutoring: who to intervene with first when resources are limited

PythonPandasScikit-learnPlotlyStreamlitClasificación
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Development & Architecture

Core API — TotalCoin virtual wallet

Core API and microservices for TotalCoin's virtual wallet and payment gateway

.NET Framework 4.5DDDCQRSMediatorDockerAmazon ECSMicroservicios
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Audits with data analysis

Interactive data analysis system for audits in the power sector (ISA CTEEP)

Angular 17-18.NET CoreC#SQL ServerEntity FrameworkReportes PDF/Excel
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Corporate expense web system

User/permission management + SAP integration for Coca-Cola Embonor

ASP.NETC#SQL ServerEntity FrameworkSAP API
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Systems Analysis

02Tech stack
Backend
.NET Core C# ASP.NET Entity Framework Node.js NestJS
Frontend
Angular TypeScript JavaScript React React Native
AI & Data
Python Pandas NumPy scikit-learn Streamlit Plotly Power BI AWS Rekognition SQL
Cloud, DevOps & Architecture
AWS Docker Amazon ECS CI/CD DDD / CQRS Microservices
Languages
English B2 (upper-intermediate)

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