Constraint-preserving quantum optimization (XY-mixer QAOA) that minimizes wake losses during wind farm curtailment, validated on IonQ Forte 1 trapped-ion hardware.
Argentina 2056: Data Visualization and Economic Analysis
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.
A practical methodology and boilerplate for running several coding agents in parallel without collisions.AI-Assisted Development framework.
AICI/CDAgents+1
M.Sc. Thesis AI/ML
LLM-Guided Reinforcement Learning for Legged Robot Navigation, UTN MSc, Jan 2026 - Present.
AIMLNeural Networks+1
Memory-Constrained LLM Optimization
Exploration into memory-constrained LLM optimization using OpenAI APIs and parameter golf techniques.
AILLMsOptimization+1
AI Crypto Trading Agent
A quantitative trading system for Binance evolving from rule-based scripts into a service-oriented decision-making agent.
FintechPythonTrading
Game Dev: Modding Ecosystem
220,000+ Downloads. Combining Zombie Mod and HD Mod across Men of War series.
Game Dev3D Modeling
InsurTech Quoting Engine
Dynamic insurance quoting engine and frontend.
FintechTypeScriptReact
LATAM E-commerce Ecosystem
E-commerce platform for the Latin American market.
Web DevE-commerceReact
# 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
