Agustin Diaz-Cano

MS Candidate,
Information Systems Engineering

Projects

View - MCP Transactional Agent MCP Transactional Agent

2026

Event-driven AI agentic engine. Features MCP tool sandboxing, RabbitMQ asynchronous routing, strict ACID idempotency, and LLM-as-a-Judge guardrails.

AI LLMs PostgreSQL FastAPI RabbitMQ +8

View - Argentina 2056: Data Visualization and Economic Analysis Argentina 2056: Data Visualization and Economic Analysis

2026

Interactive data visualization of the Crossing of the Andes (1817), Argentina's current economy, and a projection towards 2056 with the impact of AI on the economy.

TypeScript Python React 19 Three.js ECharts +1

View - Quantum Computing: Windfarm Optimization Quantum Computing: Windfarm Optimization

2026

Constraint-preserving quantum optimization (XY-mixer QAOA) that minimizes wake losses during wind farm curtailment, validated on IonQ Forte 1 trapped-ion hardware.

Quantum Computing Python

View - AI & ML Research AI & ML Research

2024

A collection of academic experiments and proofs of concept focusing on physics simulations, neural networks, and optimization.

AI ML Neural Networks Python

View - Agustin Diaz-Cano Portfolio Agustin Diaz-Cano Portfolio

2026

Personal website and portfolio built with Astro, React, and Tailwind CSS v4. Features server-side rendering, smooth transitions, and a modern aesthetic.

Astro React Tailwind CSS Portfolio
# Agustin Diaz Cano - Software Engineer ## About Software Engineer | Python Developer with 4+ years of experience in software development, specializing in AI/ML and Backend Development (Python). I'm currently pursuing an M.Sc. in Systems Engineering at UTN, focused on Artificial Intelligence and Data Analysis. My technical focus is building backend architectures that integrate GenAI in production-realistic conditions, not just prototypes. I'm developing projects with Python, Retrieval-Augmented Generation (RAG), and the Model Context Protocol (MCP) to explore LLM orchestration and AI agent design. Previously, Sole QA Owner and quality authority for Grupo GDU's e-commerce platforms. Responsible for the entire quality strategy of web and mobile across multiple high-traffic sites, covering a multi-million dollar online channel with hundreds of thousands of users. Held full Go/No-Go authority on production releases with no dedicated QA team. During my tenure, the platforms—previously unranked—achieved nominations for the eCommerce Awards Uruguay in 2024 and 2025. Transitioned from zero coding background in the pre-AI era. Wrote my first line of code in October 2020, received a job offer on May 14, 2021, and shipped my first production PR in June 2021 at an international fintech. Participated in more than 10 projects that reached production. In game development, I created full modifications for the Men of War series as a solo developer, reaching over 200,000 downloads. Only a small percentage of Steam games, mods, and mobile apps (typically under 2-5%, and often closer to 1% for the 100k threshold) ever reach that level of adoption. ## Full Context **[Full Profile / System Context](/llms-full.txt)** ## Quick Links - **Portfolio**: https://www.agustindiazcano.com - **GitHub**: https://github.com/agustindiazcano - **LinkedIn**: https://linkedin.com/in/agustindiazcano - **Writing**: https://www.agustindiazcano.com/writing