Professional Experience
Full-Stack Machine Learning Engineer
June 2025 – January 2026Oracle/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
Senior Software Engineer
September 2022 – September 2024Farfetch • 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
Junior Software Engineer
June 2022 – September 2022Körber 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%