Articles & Publications
Articles, blog posts, and scientific publications I've authored.
A Loka Engineer Goes to Davos
Tecnológicas vs Farmacêuticas: onde estão os melhores líderes?
Será o salário o principal culpado pela dificuldade das empresas em reter talento?
Showdown in AI Drug Discovery: LLMs vs Diffusion Models
Toward Resolving Heterogeneous Mixtures of Nanocarriers in Drug Delivery Systems
The AI Revolution in Life Sciences is Happening Now Part 2
The AI Revolution in Life Sciences is Happening Now Part 1
Why Private Hospitals Still Make You Wait: A Data Dilemma
Investir com propósito: será possível investir de forma sustentável e lucrativa?
Merging Passions: From GenAI to Conscious Travel Planning
MIT Critical Datathon 2023: MIMIC-IV Derived Dataset
Transfer Learning Techniques for Classification of Biological Samples
Eurekathon 2021: Desafiar os dados a tornar as cidades sustentáveis
Systematic Review of Intrapartum Fetal Heart Rate Spectral Analysis
An AI-Based Image Content Retrieval System
Viajar em Erasmus? Fecho de fronteiras não permite
Talks & Workshops
Speaking engagements, presentations, and workshops I've delivered at conferences and events.
Como a Inteligência Artificial está a Revolucionar a Saúde
The AI Revolution in Life Sciences is Happening Now
Da Universidade para o Mercado de Trabalho: Aprendizagens de uma
Getting Started with Biology's Version of ChatGPT
Estado das Diversas Áreas da Engenharia Biomédica em Portugal
Indústria Farmacêutica - Impactos e Desafios
Inovação Tecnológica Centrada no Paciente
Challenges of Using AI in Personalized Medicine
Artificial Intelligence: the future or the downfall of medicine?
Abrir Caminho para a Medicina Personalizada
Ondas do Douro
Awards
Recognitions, honors, and competition wins I've received for innovation and excellence.
World Economic Forum Annual Meeting Honoree
Selected as 1 of 40 Global Shapers worldwide to attend the Forum 2026 Annual Meeting in Davos, representing Portugal at the world's largest annual gathering of global leaders.
Winner of Loka's Gen AI Bootcamp Hackathon
Our team developed an AI-driven genomics solution that automates variant analysis while maintaining responsible AI practices, reducing analysis time from 6 hours to 1 hour per case.
1º Place in Eurekathon
In a 50h data-driven competition towards sustainable mobility in Matosinhos city, we developed a winning set of solutions to promote user engagement, effective targeting, and fleet optimization in a context of micromobility.
2º Place in Age-i-Tank
In the context of the competition Age-i-Tank, our team had the chance to develop a project, originally born in a previous competition. During 1 month and a half, with the help of a great mentor and several traning sessions, we improved our idea and prepared an investment deck to present in the competition's final to a juri composed of several Venture Capital Investors.
Talkdesk Winning Project
To tackle the queues of the various health units in our country, as well as the congestion of the health line SNS24, we proposed the creation of a voice bot, MedBot, which would be the automated triage front line of the national health service and private health groups.
Featured In
News articles and interviews where I've been featured in the media.