Software & AI Engineering

Enrique Muñoz

Software Engineer · AI Engineer

I build agents, products and automations.

Intelligence. In action.

Ideas, engineered into systems.

From agents that operate interfaces to products that connect people with knowledge. Three ways to put AI to work.

AI product · RAG

Global Chatbot

A business-adaptable assistant grounded in reviewed knowledge, with sources built into its answers.

  • Next.js
  • Gemini
  • PostgreSQL
  • pgvector
Read case study
Aurora demo conversation showing a business answer and its sources.

Machine learning · NLP

Banking77

Fine-tuning a transformer to classify banking queries into 77 intents, evaluated against a baseline.

  • Python
  • Transformers
  • FastAPI
  • Modal
Read case study
Banking77 demo interface for classifying banking queries in English.

More things I’ve built

NexTalkConversations and LLM summariesExplore GitHubExperiments, learning and open source

Software grounded in the real world.

I work at the intersection of product, artificial intelligence and engineering. Banking and fintech have taught me to think beyond the interface: about the systems behind it and the people who rely on them.

Download CV(PDF · Spanish)

Tribal WorldWide Guatemala

2026 — Present

Full Stack Developer

Go microservices, OpenShift/Kubernetes and native banking applications. Product development for banking, e-commerce and real estate.

LAFISE / Sistemática Internacional

2025 — 2026

Mobile Developer

Led QR payments, dynamic service payments and Alias ACH transfers in LAFISE Digital. Contributed to onboarding with Gemini for extracting data from identity-card photos.

Itel · formerly CooTel

2023 — 2025

Principal Software Development Engineer

Automated nationwide management of more than 100 GPON devices. Laravel and FastAPI connected operations to devices, replacing Excel workflows with bulk actions and observability.

Independent development

Since 2023

Custom software

Requirements analysis and development of ERP modules and custom systems using Laravel, PHP, MySQL and React.

Education

  • Master’s in Artificial Intelligence

    Universidad Internacional de La Rioja · In progress

  • Systems Engineering

    Universidad Nacional de Ingeniería

  • Accounting Technician

    Universidad Anunciata

Recognition

  • First place · Social Impact

    Rally Latinoamericano de Innovación, 2023
    Local UNI-IES round, Nicaragua

Courses & certifications

From problem to solution.

Understand the context. Choose the right tool. Build, observe and improve. That is how I approach both AI products and banking systems.

Let’s build what comes next.

Working on a software, AI or automation challenge? I’d love to hear about it.

enriquemunozdev@gmail.com+505 7876 1201
LinkedInGitHubDownload CV (PDF · Spanish)