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agustindiazcano/README.md

MSc Candidate in Information Systems Engineering
Universidad Tecnológica Nacional (UTN FRBA) · Buenos Aires, Argentina

Software Engineer specializing in AI/ML and Backend Development (Python), with a strong foundation in Fullstack (React/Node.js) and E2E QA Automation.

Currently pursuing an M.Sc. in Systems Engineering at UTN, focusing on Artificial Intelligence and Data Analysis. My current technical focus is on building scalable backend architectures and integrating GenAI into production. I am actively developing projects leveraging Python, RAG (Retrieval-Augmented Generation), Model Context Protocol (MCP), and LLM orchestration to create robust AI agents and inference engines.

Before pivoting to AI, I spent 4 years delivering and maintaining critical, high-traffic e-commerce platforms for leading LATAM retail chains. My deep background in Fullstack development and QA Automation (Cypress, Selenium, CI/CD) is my biggest asset today.

Experience

Software Engineer in Test - Pocima (Contractor for GDU — Uruguay's #1 retailer)
2022 – 2025

Full ownership of release processes, E2E automation, and production stability for high-traffic purchase flows.

  • Orchestrated the testing strategy and maintained hands-on execution of E2E automation (+75 Tests, Cypress, Selenium) integrated into GitHub Actions and LambdaTest. Directly contributing to the sites' nominations for the eCommerce Awards Uruguay 2024 and 2025.

  • Developed and maintained custom architectures and integrations.

Frontend Developer — Hello Auto (Spain, remote)
2021 – 2022

Insurance quoting system and CRM built with React, Node.js, and PostgreSQL.

  • First engineering role 6 months after starting to code.

Projects

Game Modding

Men of War: Zombie Mod
Top 8% of 65,000+ mods on ModDB · 9.0/10 (93 votes) · 112,900+ verified downloads

Total conversion that transforms the classic World War II strategy game into a zombie apocalypse survival experience.

Men of War: Zombie Assault
Top 8% on ModDB · 9.4/10 (52 votes) · 83,900+ verified downloads

Users have even reported buying the base game just to play this mod.

"Great mod. I bought men of war for it and I was not disappointed!"
— qwerty2316, Jul 6, 2013

Men of War: HD Mod
Top 8% on ModDB · 7.1/10 (28 votes) · 19,200+ verified downloads

Running

2× Full Marathons · 8× Half Marathons

Pinned Loading

  1. mcp-transactional-agent mcp-transactional-agent Public

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

    Python

  2. algorithmic-trading-engine algorithmic-trading-engine Public

    Algorithmic Trading Engine

    Python

  3. openai-llm-optimizers-parameter-golf openai-llm-optimizers-parameter-golf Public

    Training LLMs under extreme 16MB memory constraints using custom optimizers in PyTorch. tested on H100 clusters (RunPod) for the 16MB OpenAI Parameter Golf Challenge.

  4. menofwar_zombie_mod menofwar_zombie_mod Public

    Zombie Mod for Men of War, Assaut Squad, Call to Arms, created by Agustin Diaz-Cano

    CSS

  5. fuzzy-logic-expert-system-qa-triage fuzzy-logic-expert-system-qa-triage Public

    Whitepaper: Conceptual architecture and formal design of an AI Expert System. It utilizes Fuzzy Logic and Ontology Engineering (METHONTOLOGY framework) to automate the triage and classification of …

  6. volumetric-logic-paper volumetric-logic-paper Public

    Volumetric Logic (VL): A Volumetric Decision Algebra for Deterministic Decision Functions

    TeX