Professional Summary

Head of Engineering and software engineer with 8+ years building web products end to end, from database to interface. Most of my work is Ruby on Rails and JavaScript for e-commerce, healthcare, environmental, construction and accounting platforms.

I lead a team of 4 engineers on architecture, processes and mentoring, and still ship code backed by automated tests. Lately I build AI agents for real workflows: agent harnesses, skills, RAG, PDF data extraction and chatbots.

I have worked in software factories and startups, and I do my best work in small multidisciplinary teams with clear communication.

Work Experience

Head of Engineering

Dec 2025 - Present · Senior FullStack Developer since Jul 2024

Mawi is a Costa Rica-based startup that offers a SaaS for budget management in the construction industry. I lead a team of 4 engineers and own the technical direction of the product.

Achievements:

  • Leading the engineering team: architecture, development processes and mentoring of 4 engineers.
  • Designed and built AI agents that automate product workflows, including an agent harness for the project and reusable agent skills.
  • Implemented RAG (retrieval-augmented generation) over product data to ground the agents' answers.
  • Implemented AI-powered functionalities for process automation (PDF data extraction, embeddings, chatbots).
  • Evolutionary development of new features, automated tests in RSpec, bug fixes and performance optimization.

Technologies used:

  • AI Agents
  • RAG
  • Embeddings
  • Agent Skills
  • Rails 7
  • Stimulus
  • PostgreSQL
  • GCP
  • Docker

FullStack Developer

Jun 2024 - Jul 2024

G Digital is a multifaceted company that provides marketing and custom software development services mainly in the e-commerce sector.

Achievements:

  • Development of complex e-commerce solutions and custom software for businesses in competitive markets.
  • Integration with third-party APIs for payment processing, shipping, and inventory management (Bancard, BIMs, etc.).
  • Successfully collaborated on critical functionalities for production deployment under tight deadlines.

Technologies used:

  • RoR 7
  • Stimulus
  • GCP
  • HTML5
  • CSS3
  • Javascript
  • Docker
  • Bootstrap 5
  • PostgresSQL
  • Bancard API

Ssr Backend Developer

Jan 2023 - Jan 2024

Lemu is a UK startup that provides conservation services through an app. I contributed to the migration of their backend technological stack, assisted in error correction, and developed new features.

Achievements:

  • Successfully migrated the backend stack from CloudFunction to RoR API, increasing system reliability and scalability.
  • Increased test coverage from 0 to 65%, significantly improving software quality and stability.
  • Integrated multiple third-party APIs (Stripe for payments, OpenWeather for climate data, Firebase for real-time updates).
  • Spearheaded the initiative for multi-language support, expanding the platform's global reach.

Technologies used:

  • RoR 7
  • Stimulus
  • GCP
  • Firestore
  • HTML5
  • CSS3
  • Javascript
  • Docker
  • TailwindCSS
  • PostgresSQL
  • Stripe
  • Swagger

FullStack Developer

Jul 2016 - Dec 2022

Integradevs is a software factory for clients from the United States and Paraguay. I collaborated as a full-time software developer on projects of different sizes.

Achievements:

  • Automated installation of test and production environments using Ansible.
  • Deployment of the application to production.
  • Enhancement of metrics in a distributed system by adding OpenTelemetry.
  • Implementation of disaster recovery mechanisms with PostgreSQL [Stream replication].

Technologies used:

  • RoR 4.2
  • JRuby
  • Linux
  • Ansible
  • Tomcat
  • PostgreSQL
  • HTML5
  • CSS3
  • jQuery

Projects

Lead Developer

Oct 2023 - Present

Millionaires is my personal project that seeks to become a personal finance advisor. It is a PWA made from scratch in RoR, hosted on AWS, and receives periodic updates based on user feedback. I am in charge of UX and business logic, database and deployment.

Achievements:

  • Integrated OpenAI API to create a personal finance advisor that analyzes user spending patterns and provides AI-powered recommendations
  • Implemented advanced Natural Language Processing to understand and respond to complex financial queries
  • Developed secure authentication and data encryption system to protect sensitive financial information
  • Created dynamic data visualizations to help users understand their financial habits
  • Optimized API performance to reduce response times by 40%
  • Built as a Progressive Web App, ensuring reliable performance across all devices

Technologies used:

  • Rails 7
  • Hotwire
  • AWS
  • RDS
  • S3
  • EC2
  • Esbuild
  • TailwindCSS
  • PostgreSQL
  • Caddy
  • Docker

Skills

Frontend

  • React
  • EmberJS
  • Stimulus
  • JavaScript
  • HTML5
  • CSS3
  • SASS
  • TailwindCSS
  • jQuery

Backend

  • Ruby
  • Rails
  • Java
  • Spring
  • JavaScript
  • ExpressJS
  • PostgreSQL
  • MySQL
  • Redis
  • MongoDB
  • Firestore
  • GitHub
  • GitLab
  • GitHub Actions

Others

  • DevOps
  • Code Review
  • Git/Svn
  • Unit Testing
  • AWS
  • GCP
  • Docker
  • NewRelic
  • Jira
  • Scrum
  • API
  • Stripe

Education

  • MSc in Data Science
    Universidad Comunera, Paraguay Paraguay
    In progress
  • BSc in Software Engineering
    Universidad Nacional de Itapúa, Paraguay Paraguay [GPA 4.1/5.0]
    Jul 2011 - Oct 2023
  • Recipient of an academic scholarship for exchange program.
    University of Salamanca, Spain Spain
    Sep 2014 - Jul 2015
  • Recipient of an academic scholarship for exchange program.
    Universidade Federal de Sao Carlos, Brazil Brazil
    Mar 2014 - Jul 2014

Awards

  • Honor Student
    Recognition for Students with high GPA.
  • Champion in the Mathematics Olympiad
    Mar 2009

Languages

  • Spanish (Native)
  • English (B1)
  • Portuguese (B1)

Interests

  • CrossFit
  • Cycling
  • Cooking