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Ctrl-Hack: Sovereign Secure Chat

Year

2024

Tech & Technique

Python, Local LLMs (Llama/Mistral), LangChain, Cybersecurity, Offline NLP

Description

A locally hosted, hyper-secure chatbot designed for privacy-critical environments. This project eliminates reliance on external APIs (like OpenAI), ensuring zero data leakage.

Key Features:
  • 🔒 100% Local: Runs entirely offline with no external API calls.
  • Low Latency: Optimized local inference for rapid response times.
  • 🗣️ Native Language Support: Fine-tuned for local dialects and languages often missed by big models.

My Role

AI Security Engineer
- Implemented local LLM inference engines to bypass third-party APIs.
- Optimized model quantization to run efficiently on consumer hardware.
- Focused on "Sovereign AI"—giving users complete control over their data and model weights.

ANKIT SNEH

ankitsneh03@gmail.com