SECURITY ENGINEERING × AI EVALUATION
I build tools that prove their findings — and experiments that show their limits.
📍 Bengaluru, India · 🎓 CS undergrad, class of 2027 · 🐛 HackerOne + Intigriti
🎯 Warrant |
🛰️ SentinelX |
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AWS misconfiguration scanner that can ship a Terraform fix as a pull request.
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📡 CyberML |
| Project | The question |
|---|---|
| Prompt injection in SOC telemetry | Can an AI narrator handle hostile endpoint data? 66 payloads, three defenses, and a scoring confound I caught and corrected. |
| Instruction provenance probe | Can GPT-2 tell operator instructions from retrieved text? A length confound led to a documented null result. |
🔬 I publish the awkward result too. If the numbers don't support the hypothesis, that's the result.
A few fixes: TensorFlow name validation · SSTI coverage for Velocity and FreeMarker · a silently empty garak detector · two published security advisories.
Also: C/C++ · Rust · Java · TypeScript · Transformers · adversarial testing · reproducible benchmarks
Corrective RAG · JobBoard · Spring Boot expense tracker · Ride-sharing backend · Movie ticket booking
