Tech Strategy & Senior Development

Scalable architecture and high-impact AI for business

Software Engineer specialized in Java/Spring Boot ecosystems and AI solutions applied to business. I transform complex processes into efficient, secure, and future-ready systems.

Book a consultation Explore solutions
Senior Tech Stack
Java Java 21
Spring Spring Boot 3
PostgreSQL PostgreSQL
Docker Docker
K8s Kubernetes
Python Python (AI)
Martín Ríos, Arquitecto de Software Java & Especialista en IA
Terminal — martinrios --info

> Loading senior_profile... DONE
> Architecture: Java 21 / Spring Boot 3
> Specialization: Applied AI & RAG
> Status: Available for high-impact projects

Is your tech architecture holding back your business growth?

Technical debt and manual processes

Legacy systems that don't scale and teams consumed by repetitive tasks that a well-implemented AI would solve in seconds.

Software without strategic vision

"Patch" solutions that don't integrate, creating information silos and bottlenecks in daily operations.

High infrastructure and talent costs

Maintaining an internal senior team is a financial challenge. I offer real seniority on demand with a direct focus on results and ROI.

"I'm not just a programmer; I'm your strategic partner. We analyze the architecture, design the optimal solution with AI and Java, and execute with technical excellence."

Track Record & Trust

Real Impact on Critical Projects

Enterprise Architecture

I have led the design and development of backend architectures for critical institutions in Chile, including national banking, state control agencies, public education, and civil aviation. My focus is on building fault-tolerant systems, regulatory compliance, and banking-grade security using Java and Spring Boot.

"Martín understood the technical challenge from the very beginning. His ability to orchestrate complex architectures and integrate AI has been key to our digital transformation."

PR

Pablo Rigoni

CEO, Grupo BDM

Collaboration Ecosystem

Grupo BDM Argentina
Kaspersky Japón
Alabarteam España
RentGoo España
Fed. Comercio Gran Canaria
Capabilities & Approach

Services designed for high-stakes technical decisions

I do not work from a rigid catalog or fixed packages. Scope is defined based on criticality, current architecture, business constraints, and expected delivery speed, so the solution matches the real context of your company.

Where I typically contribute

AI-first systems for operations and product

I design GenAI and LLM solutions connected to real business workflows: internal assistants, automations, contextual search, and intelligent experiences focused on usefulness, accuracy, and sustainable operating cost.

  • RAG and GraphRAG over documentation, private data, and distributed knowledge.
  • Anthropic integrations, token-efficient workflows, and continuous quality evaluation.
  • AI-first architecture prepared for governance, observability, and long-term evolution.

Especially relevant when

AI must be integrated into core operations without becoming an isolated experiment.

Backend architecture and critical platforms

I build and evolve robust platforms for demanding environments, combining Java and Spring Boot with AWS and, when needed, services in Go/Golang or Rust for performance, concurrency, or specialized components.

  • Mission-critical backends, APIs, microservices, and event-driven flows.
  • Security, observability, performance, and explicit architectural decision-making.
  • Pragmatic cloud design focused on scalability, operational continuity, and maintainability.

Especially relevant when

Your operation needs a serious technical foundation to grow without fragility or constant rework.

Modernization, diagnosis, and technical leadership

I step in when technical debt, operational overload, or lack of direction is holding progress back. I bring order, prioritize decisions, and turn legacy systems into an executable roadmap for both business and engineering teams.

  • Architecture, code, risk, and bottleneck audits.
  • Incremental modernization plans with measurable impact and low operational risk.
  • Technical guidance for key decisions, standards definition, and senior mentoring.

Especially relevant when

You need clarity on what to keep, what to replace, and how to evolve without slowing down the business.

Working principles

Scope is defined by objectives, constraints, and technical risk, not by a closed commercial list.

Every intervention leaves behind architectural criteria, documented decisions, and a clear evolution path.

Delivery prioritizes security, performance, maintainability, and real team adoption.

Technologies and criteria I use to design solutions

I work with a broad but selective stack. Technology is chosen based on context, total cost, and its ability to hold up in production.

Java Spring Boot AWS Rust Go/Golang GenAI Anthropic LLM RAG GraphRAG AI-first Architecture Token-efficient PostgreSQL Docker Kubernetes
Discuss your case
Engineering & Results

High-Impact Solutions

Enterprise systems, microservices architectures, and AI implementations that have transformed my clients' operations.

Biblos Odoo - Advanced integration of library management systems with the Odoo ERP platform, allowing full traceability of loans, inventory, and user management.
ERP • Library Science • Management

Biblos Odoo

Advanced integration of library management systems with the Odoo ERP platform, allowing full traceability of loans, inventory, and user management.

Odoo Python PostgreSQL +1
Ekokai - Platform for energy efficiency management and real-time consumption monitoring for industrial companies.
Energy • Sustainability • IoT

Ekokai

Platform for energy efficiency management and real-time consumption monitoring for industrial companies.

Angular Spring Boot IoT +1
Nextinguidor - System for control and preventive maintenance of fire extinguishers and fire safety equipment with geolocated alerts.
Security • Mobile • Asset Management

Nextinguidor

System for control and preventive maintenance of fire extinguishers and fire safety equipment with geolocated alerts.

Ionic Capacitor Spring Boot +1
Lubeal - Ecommerce specialized in industrial lubricants with a recommendation system based on technical machinery specifications.
E-commerce • Industry • Retail

Lubeal

Ecommerce specialized in industrial lubricants with a recommendation system based on technical machinery specifications.

Next.js Node.js MongoDB +1
View all projects
Strategic Contact

Let's discuss the next important system for your business

I work directly with companies and teams that need to solve architecture, modernization, or applied AI challenges with technical judgment and execution speed.

Contact details

If you prefer a direct channel, here are the main ways to reach out or review my professional profile.

Email

martinignacioriosc@gmail.com

Phone

+56 9 4889 4523

LinkedIn

martin-ignacio-rios-cruz

LinkedIn

Share the broader context and I will reply with the most reasonable next step.

Direct response, no automation and no sales sequences.

Typical response

Under 24 business hours

Working format

Consulting, architecture, and implementation

Coverage

Chile, Spain, Argentina, and remote