Passbolt
- Status
- present
Senior AI/ML Engineer / Solution
Period : 2022 — presentDuration : 4 yrs
Open-source password management solution used by governments and large organizations
- Spearheaded the company’s AI strategy, from sales through to support — not engineering alone.
- Trained twenty engineers in agentic development.
- Rebuilt autofill for 500,000 users: authentication-form detection went from 60% to 90%.
- Engineered the generative-AI data collection engine feeding the autofill and anti-phishing models.
- Directed open-source AI penetration testing and automated SOC 2 audit campaigns, both built in-house.
- Started the Windows application and owned its architecture, security model and delivery.
- Traded off with the design team on what a desktop allows and a browser does not: Windows Hello moves the trust boundary before it becomes an interface opportunity.
- Architected it in native UWP, then migrated it to Tauri 2: six months, four people.
- Developed secure browser extensions with advanced cryptography (Node.js, React component library).
- Managed the mobile team — five people — then the product team on the encryption product.
- TypeScript
- Node.js
- React
- Rust
- Tauri
- Generative AI
- Developer tooling
- Open source
- JavaScript
- Application security
- Penetration testing
- Cryptography
- SOC 2
- Anti-phishing
- Browser extensions
- PostgreSQL
- Kotlin