Information Science · Security
Mohit Monnappa
I study how systems break, and build tools that make them safer. Final-year Information Science student, currently deep in CTFs, machine writeups, and practical security tooling.
Field notes
Writeups & methodology
Selected work
Projects
SmartGuard
LLM Input/Output Firewall
Lightweight, CPU-friendly classifier that detects jailbreak attempts, PII extraction, toxic content, and prompt injection in LLM pipelines - with a real-time Streamlit dashboard.
RouteWise AI Gateway
Intelligent LLM Traffic Controller
AI gateway that dynamically routes prompts to fast or capable LLMs based on task complexity, cutting cost by 25%+ and achieving 15%+ cache hit rates.
System Activity Monitor
Endpoint Visibility Tool
Python-based monitoring tool for endpoint visibility - captures system info, clipboard activity, IP data, audio, and screenshots. Packaged as a standalone executable.
Get in touch
Open to security-focused internships and collaboration. The fastest way to reach me is email.