Rafael Ribeiro

About

Rafael Ribeiro

I am an Electronic and Computer Engineer with hands-on experience across IoT systems, data engineering, machine learning, and cloud infrastructure — with a genuine interest in audio electronics and signal processing on the side. I like working across the full depth of intelligent systems: from gateway firmware and network architecture to data pipelines, dashboards, and predictive models.

My most recent work at Casais Group has been building the IoT layer for GoTwin, a Digital Twins platform — designing the gateway architecture and managing the cloud infrastructure on AWS.

I am drawn to applied machine learning and data intelligence, and have worked on problems ranging from dementia prognosis modelling using explainable AI to large-scale NLP-based fraud detection for Brazil's Securities and Exchange Commission (CVM).

Education

BSc in Electronic and Computer Engineering

Federal University of Rio de Janeiro (UFRJ)

Mar 2018 – Oct 2025 · Rio de Janeiro, Brazil · GPA 7.6 / 10

Thesis: "10-Year Dementia Prognosis: Applying Machine Learning Models and Explainable AI Techniques to Identify Modifiable Risk Factors"

Academic Exchange in Electrical Engineering

Aalto University — School of Electrical Engineering

Sep 2022 – Dec 2022 · Espoo, Finland

Skills & Technologies

Machine Learning & AI

Scikit-learnKerasTensorFlowXGBoostCatBoostFacebook ProphetNumPySciPyLangChainOpenAI APIGemini APISHAP

Data & Visualisation

PandasMatplotlibSeabornPlotlyStreamlitDashPower BILooker Studio

Web & APIs

PythonFastAPIFlaskNodeJSWebSocketsREST APIsSeleniumBeautiful Soup

Databases

MySQLPostgreSQLMongoDBFirebaseSQLAlchemy

Infrastructure & DevOps

DockerAWSOracle CloudLinuxProxmoxNginxWireguard VPNSSH / SFTPShell ScriptCronGit / GitHub

Programming Languages

PythonJavaScriptCC++Shell ScriptPowerShell

Engineering & Embedded

ESP32ArduinoNode-REDVHDLKiCADLTSpiceOrCadMATLABAutoCAD

Languages

Portuguese

Native

C2

English

Fluent · TOEFL IBT 110/120

C1

Spanish

Intermediate

B1

Finnish

Beginner

A1