Systems Engineer · Security-First Architecture · ML Research → Production
I build systems that hold under adversarial conditions.
🧱 Trust Boundary Engineering
Native mobile security · Hardware-backed biometrics · Hostile client assumptions
🔒 Security as Architecture
Attack model reasoning · Cryptographic defenses · Fintech compliance
🧠 Research → Production
Federated Learning · Adversarial ML defenses · Quantum-classical hybrids
🔧 Scalable Systems
TypeScript-first · Type safety by default · Modular design for longevity
| Pattern | Signal |
|---|---|
| Hostile client assumption | Security thinking |
| Hardware-backed trust | Platform depth |
| Research → deployment | Beyond tutorials |
| Type safety as default | Long-term codebases |
🔐 Biometric auth with hardware trust
🧠 Federated Learning + adversarial defense
🚗 Neural network autonomous agents
📱 Native-bridged mobile systems
Connect: LinkedIn · Portfolio · miraahanafee@gmail.com