Skip to content
View Charannagadeep's full-sized avatar
1 follower · 0 following
  • San José State University
  • San Jose, CA

Block or report Charannagadeep

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Charannagadeep/README.md

Hi, I'm Charan Nagadeep 👋

Graduate student at San José State University working on AI security, LLM applications, and deep learning.

  • 🏆 6th prize, AI Security Engineering Hackathon (Snyk × AWS × Guild.ai) with AgentBreaker
  • 🔐 Interested in how LLM agents break: prompt injection, tool poisoning, excessive agency
  • 🧠 Building with LLM tool-calling, Transformers, and EEG/brain-computer interfaces

Featured projects

Project What it is Stack
🛡️ AgentBreaker Gandalf-style game where you hack 5 deliberately vulnerable AI agents to learn prompt injection, MCP tool poisoning, excessive permissions, data leakage, and command injection. Snyk score 10/10. Python · FastAPI · Guild.ai · Snyk
🎓 AI-Assistant Tool-calling course-planning assistant grounded in a SQLite database. Compares Phi-3.5 vs Llama-3-8B (86% tool-selection accuracy) using meta prompting, chaining, self-reflection, and caching (~5x speedup). Python · Hugging Face · Gradio · SQLite
🧠 BrainWave Hybrid CNN-Transformer that classifies imagined movements from 64-channel EEG: 72.3% accuracy across 103 subjects with 4.2 ms real-time inference. PyTorch · MNE · scikit-learn
♻️ E-waste Monitor Tracks device lifespans, raises replacement alerts, and suggests responsible recycling routes. Python

Tech I work with

Python PyTorch Hugging Face FastAPI Flask scikit-learn SQLite Docker AWS Snyk Git

Pinned Loading

  1. agentbreaker agentbreaker Public

    🏆 6th prize, AI Security Engineering Hackathon (Snyk × AWS × Guild.ai). Gandalf-style game teaching prompt injection, MCP tool poisoning, excessive agency, data leakage & command injection.

    Python

  2. AI-Assistant AI-Assistant Public

    Tool-calling LLM course-planning assistant for SJSU grad students: Phi-3.5 vs Llama-3-8B with meta prompting, prompt chaining, self-reflection & caching over a SQLite DB.

    Python

  3. Brainwave Brainwave Public

    EEG motor-imagery classification with a hybrid CNN-Transformer: 72.3% accuracy across 103 subjects, 4.2 ms real-time inference (PhysioNet EEGMMIDB).

    Python 1 1

  4. E-waste-Monitoring-System E-waste-Monitoring-System Public

    Python tool that tracks electronic-device lifespans, alerts when replacements are due, and suggests responsible recycling options.

    Python

  5. Voting-system Voting-system Public

    Flask web app for voter registration and anonymous vote casting with salted SHA-256 vote hashing.

    Python 1

  6. Child Child Public

    Console app that generates a child's vaccination schedule, books appointments, and shows reminders for parents.

    Python