Fine-tuned CodeBERT model detecting real security vulnerabilities (CWE-119, CWE-416, CWE-476+) in C/C++ — trained on 190K+ CVE functions, deployed as a FastAPI server, GitHub Action, and VS Code extension.

AI code security scanner MCP server — detects invisible Unicode, Trojan Source, homoglyphs, Glassworm steganography, rules file backdoors, and dependency attacks in AI-generated code. Static analysis + CodeBERT deep learning. Runs locally.

Semantic code search engine using CodeBERT + AST analysis: search any codebase in natural language, find similar functions, detect code clones and suggest refactoring — VSCode extension included