Software engineering
Backend services, infrastructure, web applications, blockchain, and open-source tools.
View this practiceSecurity research.AI engineering.Software systems.
I work on cybersecurity research and red teaming across the web, applications, crypto protocols, and AI. I also build agentic AI systems and full-stack software.
Based in Switzerland, I work with teams worldwide as a freelancer.
Expertise
Areas of expertise
AI engineering and multi-agent systems
I design AI systems that bring together specialized agents, language models, memory and tools. I develop their orchestration and their capabilities for analysis, automation and interaction, while exploring prediction and decision support through machine learning.
View this practiceCybersecurity and red teaming
I research vulnerabilities and test how systems withstand adversarial scenarios: websites, applications and APIs, crypto protocols and smart contracts, and agentic AI systems.
View this practice
Open source · Systems and network engineering
Bifrost, a self-hosted VPN in Rust.
I develop Bifrost for Windows and Linux. I connect the tunnel lifecycle to traffic filtering, DNS and system services.
A project bringing together software architecture, operating-system integration and tests for interruptions, reconnects and traffic leaks.
- WireGuard
- Network and DNS filtering
- Leak-prevention tests
Public MVP, in development
Selected work
Code, systems, and applications.
Web applications, open-source tools, and research.
Testnet deployment
Software engineering
Celo Credentials
Gasless, non-transferable education credentials with public on-chain verification and revocation.
- Role
- Full-stack architecture and implementation
- Stack
- Solidity · Foundry · Express · PostgreSQL
Published research
Security research
Security Reviews
Cybersecurity research across the web, applications, smart contracts and AI agents.
- Role
- Cybersecurity research, red teaming, code reviews and reports
- Stack
- Web / API · Solidity · LLM / agents · IPI
Stable release
Agentic AI engineering
Agent Resilience
Reusable failure-handling components for distributed agent systems.
- Role
- Python package design, implementation, tests, and release
- Stack
- Python · Redis · MQTT · pytest
Software engineering
Inaricom
WordPress/WooCommerce and React website, supplier integration, commerce and sales agents, quote and invoicing workflows, and event analytics.
- Role
- Website, backend and business-agent development
- Stack
- WordPress · WooCommerce · React 19 · TypeScript · Vite · PHP · REST · Python
Resources
Reports, code, and releases.
StVault v1.1.0
Review report, fixes, and Foundry tests.
Explore the resourceAgent Resilience v0.1.0
Circuit breaker, Redis-backed dead-letter queue, offline MQTT buffer, packaging, tests, and CI.
Explore the resourceCelo Credentials
Issuance, public verification and revocation of education credentials on Celo Sepolia, with a source-verified contract.
Explore the resourcePublished research · AI agent security
Indirect prompt injection: a refund request and a database-wide deletion call
A case study by Gilles Musy: indirect prompt injection in a refund agent, a database-wide deletion call and a break scored 10/10 by Gray Swan.
Writing
AI Adoption Playbook
An interactive guide for choosing between AI assistance, workflow automation, decision support, and autonomous business agents, with pilots, controls, and governance requirements.
View the publicationProfessional contact