Professional Experience

Full-Stack Machine Learning Engineer

June 2025 – January 2026

Oracle/Alura Bootcamp • Remote, multi-Country

  • Architected sentiment analysis MVP integrating frontend, Java Spring backend, and Python ML pipeline
  • Designed FastAPI microservice bridging backend with Python ML models for real-time predictions
  • Built data processing pipeline in Jupyter notebooks with Pandas and scikit-learn on 130k+ reviews
  • Developed multi-class sentiment classification models achieving 88%+ accuracy
  • Collaborated with international teams managing Git workflows and CI/CD across Java, Python, and JavaScript
Oracle/Alura Bootcamp website

Senior Software Engineer

September 2022 – September 2024

Farfetch • Porto, Portugal

  • Delivered React-based frontend applications serving 190+ countries, improving page load times by 25%
  • Led product initiatives with designers and product managers, increasing user engagement by 15%
  • Top contributor to Design System and Components library, standardizing UI across 50+ teams
  • Optimized GraphQL API integrations, reducing response times by 30%
  • Implemented comprehensive testing with Jest and React Testing Library, achieving 90%+ coverage
Farfetch website

Junior Software Engineer

June 2022 – September 2022

Körber Pharma • Porto, Portugal

  • Built responsive frontend components using Vue.js and TypeScript for mobile-first applications
  • Designed reusable component architecture, reducing development time by 40%
Körber Pharma website

Junior Front-end Engineer

January 2022 – May 2022

Bytepitch • Porto, Portugal

  • Developed Angular and JavaScript solutions for 10+ custom applications across platforms
  • Delivered 100% client requirements with direct UK and Portugal client collaboration
Bytepitch website

Technical Consultant

September 2021 – December 2021

Where2Retail • Porto, Portugal

  • Customized Java/JavaScript-based solutions for NetSuite, automating processes for 20+ clients
  • Provided technical support and training enabling successful adoption
Where2Retail website