Cybersecurity Engineer and Researcher · Coimbra, Portugal
I build tooling that reproduces real-world vulnerabilities in containers, then measures whether large language models can actually fix them.
MSc in Cybersecurity from the University of Coimbra, with a thesis on automated patch generation, and Managing Partner at Aemyon. Read the CV, browse the code on GitHub, or get in touch.
Selected work
2025 to 2026 · MSc thesis
Automated Patch Generation for Software Vulnerabilities Using Large Language Models
My MSc thesis: a pipeline that reproduces real CVEs in containers, asks LLMs for patches, and accepts only those that provably stop the exploit.
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2026 · Research tooling
EXPLOITFORGE
Builds executable vulnerability instances from real-world software. Submitted to IEEE SANER 2027.
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Since 2025 · Company
Aemyon
The software studio I co-founded in 2025: custom platforms, AI agents, penetration testing and security training.
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2025 to 2026 · Product
Aemyon Wave
Aemyon's own suite for events and teams: accreditation and ticketing, bar and backstage stock, and project tracking, in use at Coimbra's biggest student festivals.
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2024 · Strategy
Digital Transition Action Plan
A 248-page digitalisation strategy for Portugal's largest student association.
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2026 · Teaching
Security & Fraud on Social Networks
A course on security, privacy and digital fraud for 115 non-technical participants.
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Also built
- NEI Mailer
2025 · Desktop app for personalised bulk email from CSV data: templates, attachments, signatures, CC/BCC per row, rate-limit delays.