Experience

DevOps / Developer — Brick Abode (Contractor)

Jul/2023 – Current

DevOps and cloud management (AWS and GCP)
Kubernetes cluster management
CI/CD automation
Full-stack web development (React, Django, Node.js)
Docker containerization
Automations using LLM and agent models
E2E tests (Cypress)
Blockchain development
Custom development for PostgreSQL
Video/audio processing and transcription

CNPq Scholarship (Doctorate) — Federal University of Paraná (Bioinspired Computation Lab)

Sep/2021 – Current

Research and scientific production in Artificial Intelligence, applying Federated Learning methods in Cybersecurity.

PyTorch, Keras, TensorFlow
Kubernetes
Intrusion Detection Systems
Federated Learning frameworks: Flower, FATE, TensorFlow Federated

Scholarship in Technical Training Program (FAPESP) — Federal University of Minas Gerais

May/2021 – Sep/2021 (currently participating as a volunteer)

DevOps: CI/CD automation, Docker containerization, server configuration
Cybersecurity testbed development with Kubernetes cluster management
REST API and full-stack (Django + React)
SSO for federated authentication (SATOSA, SAML, OAuth)
Python and Kubernetes plugins
Scientific publications and research in cybersecurity (DDoS + IoT)

CNPq Scholarship (Master's) — Federal University of Paraná (Bioinspired Computation Lab)

Feb/2018 – May/2021

Scientific production in AI and High Performance Computing
GPU and parallel programming
Accelerating ML algorithms (scikit-learn, TensorFlow, Keras, custom CUDA)
Data visualization

Developer — C3SL (Federal University of Paraná)

Feb/2018 – Jan/2019

Full-stack web development (Angular, React, Node.js)
Raspberry Pi application
Linux server configuration
Remote monitoring of medical equipment

Developer — PET Computing Group (UFPR)

Apr/2015 – Jan/2018

Web systems development
2D/3D game development
Lectures and workshops in programming and computer technologies
Administration of GNU/Linux systems and applications
Mobile development