Curriculum Vitae · 2026

Fernando
Mattos. — Platform Architect

Platform Architect · Agentic AI & Predictive Maintenance for Heavy Industry

cardimattos@gmail.comfernando.mattos@cardim.se+46 073 380 5357 · WhatsApp
Gothenburg, Sweden
linkedin.com/in/fernando-mattos
01

Profile

Platform Architect for Volvo's Predictive Maintenance platform — 2M+ connected trucks streaming real-time telemetry, agentic health scoring, and workshop-action prescriptions that keep fleets moving. I move from C-level roadmap debates to deployed production systems in days, using AI-native dev tools to prototype and ship at the speed of ideas. Aerospace engineer by training, cloud architect by practice, and builder of systems that make heavy industry smarter.

02

Experience

2023 — Present
Gothenburg, Sweden

Platform Architect — Aftermarket · Volvo AB

Current Role
  • Define the technical roadmap of Volvo's Predictive Maintenance digital product — 2M+ connected trucks streaming telemetry in real time.
  • Architect the end-to-end pipeline: massive-scale signal ingestion, stream processing, model training and alert generation.
  • Lead the design of an agent platform that continuously evaluates truck health and prescribes the right workshop actions — optimizing service planning, uptime and parts logistics.
  • Drive GenAI services on top of aftermarket data to accelerate diagnostics and problem-solving for technicians.
  • Translate business needs into innovative tech products; set direction across IT, cloud, AI and new services.
  • Prototype and ship production-ready solutions using AI-powered dev tools (Lovable, Cursor, Claude Code, v0, Replit) — from concept to deployed product in days.
  • Key technical liaison with cloud providers (Azure, AWS) and delivery partners (Accenture, Capgemini).

Azure · AWS · Predictive ML · Agentic AI · GenAI · Event Streaming

Predictive Maintenance platform overview
2022 — 2023
Sweden

Principal Solution Architect · Rapid Images AB

  • Built applications for Digital Asset Management, CMS and Render-on-Demand real-time configurators for the automotive industry.
  • Led the company's cloud transition — formulated and executed the SaaS cloud strategy.
  • Architected a hybrid Render-on-Demand infrastructure powered by Unreal Engine.
  • Coached and mentored the engineering team to align delivery with company vision.

AWS · Serverless · Microservices · ECS · Fargate · CI/CD · Unreal

Volvo VNL Truck Builder — live configurator
2018 — 2022
Sweden

Solution Leader, Lead Architect & Senior Developer · Volvo IT

  • Built data-driven applications across Sales, Product Development, Engineering and Production data pools to support electrification and industrialization.
  • Optimized CO₂ emissions with Machine Learning and Digital Twins.
  • Optimized battery consumption models.
  • Migrated legacy services and apps to the cloud; ran containers on OpenShift and Kubernetes.
  • Developed ML models and integrated them into production applications.

C++ · Node.js · Python · Oracle · Azure · AWS · OpenShift

2020 — 2021
Sweden

AI/ML Consultant · Insert Coin AB

  • Designed an ML service from scratch to forecast user behavior from time-series data, triggering actions to prevent churn and surface new products.
  • Integrated the service into the client's GCP infrastructure to support millions of interactions per day.

TensorFlow · GCP · Python · Scikit-Learn

2015 — 2018
Sweden

Computer-Aided Engineer · SAAB Aerospace

  • Ran computational simulations and handled massive datasets to drive structural design and certification.
  • Built software integrating commercial and in-house tools for static, fatigue and damage-tolerance analyses.

Matlab · Mathcad · Python · Bash · VBA

2013 — 2015
São José dos Campos, Brazil

Loads & Aeroelasticity Engineer · Embraer SA

  • Developed software for static and dynamic aerodynamic load calculations.
  • Built inertial, elastic and non-stationary aerodynamic models from CFD, wind tunnel and embedded performance data.

C++ · Fortran · Matlab · Python

2007 — 2012
São Paulo, Brazil

Developer · Bank of Brazil SA

  • Built and maintained PHP/MySQL web applications for customer complaint management serving 30M+ customers.
  • Backend and database work — new features, integrations and bug fixing.

PHP · MySQL · Bash · JavaScript

03

AI Projects

  • Prototype and ship production-ready internal tools using AI-powered dev stacks (Lovable, Cursor, Claude Code, v0, Replit) — from stakeholder pitch to deployed product in days, not months.
  • Built an agentic evaluation dashboard for Volvo's Predictive Maintenance platform using GenAI-assisted development, enabling workshop planners to visualize truck health scores and prescribed actions in real time.
  • Delivered a rapid prototype of a diagnostic copilot interface on top of aftermarket telemetry data, translating 2M+ connected truck signals into actionable technician guidance using RAG and vector search.
  • Led zero-to-one development of an internal platform roadmap visualization tool, combining AI-assisted frontend generation with production-grade backend architecture to align C-level stakeholders and engineering teams.
04

Competence

AI

Agent OrchestrationRAGVector DBsPydanticMCPTensorFlowScikit-Learn

AI Tools

LovableCursorClaude Codev0ReplitCopilot

Cloud

AWS (EC2, RDS, S3, Lambda)AzureGCPServerlessHybrid

Languages

PythonC / C++JavaScriptPHPBashHTMLCSS

Data

OracleMySQLDynamoDBAuroraAzure SQL

DevOps

KubernetesOpenShiftDockerJenkinsGitJira

Domains

AutomotiveAerospaceFinance3D Graphics
05

Education & Certs

Education

  • 2008 — 2014
    MSc, Aerospace Engineering
    UFABC, Santo André, Brazil
  • 2008 — 2012
    BSc, Science and Technology
    UFABC, Santo André, Brazil

Certifications

  • 2020
    AWS Certified Solutions Architect — Associate

Languages

  • EnglishFluent
  • PortugueseNative