I'm a 4th-year Information Systems Engineering student at UTN FRRe (Argentina) and a Research Scholar at CInApTIC, where I work at the intersection of cybersecurity, machine learning, and software quality engineering. Currently exploring Data Science world.

• 🔬 Research Scholar — CInApTIC, UTN FRRe. Active projects in Cybersecurity (ML on logs).
• 🏗️ Backend & Infra Lead — Designed and shipped production NestJS APIs in a 30-person engineering team.
• 📐 Architecture-first mindset — I care deeply about clean boundaries, well-modeled data, and systems that don't fall apart at scale.
• 🤖 AI-augmented workflow — Daily driver of GitHub Copilot and Claude for architecture design and code optimization.
• 🌍 Languages: Spanish (Native) · English (C2 Cambridge) · German (Learning)

Backend & Architecture

Frontend

Data & Engineering

DevOps & Cloud

ML & Research

Published & presented at the 13° CoNaIISI (Córdoba, Argentina)

Designed and authored a scientific paper proposing a hybrid ML architecture for early detection of corporate security incidents. The system integrates NLP Embeddings with Classical Machine Learning models applied over log records — bridging NLP signal extraction with structured anomaly classification for high-precision threat detection.

Python NLP Embeddings Machine Learning Cybersecurity Log Analysis

Led the backend architecture of a full-scale logistics management system from the ground up. Designed scalable NestJS REST APIs, modeled and optimized a complex MySQL relational schema for heavy inventory volumes, and fully automated the deployment pipeline using Docker + Railway CI/CD.

NestJS TypeScript MySQL Docker Railway GitHub Actions REST APIs

Built a full-stack institutional management system for a rugby club, handling player registrations, match scheduling, and advanced statistical tracking (Tackles, Assists, etc.) to support data-driven coaching decisions.

Next.js Django MySQL TypeScript Python Statistics