Aayush Gauba

Aayush Gauba is a Python developer and security researcher working on practical defenses for modern web applications. His work focuses on behavior-based abuse detection, adaptive middleware, and the responsible use of lightweight machine learning in application security. In parallel, he conducts research in quantum and quantum-inspired computing, exploring how ideas from quantum systems can inform robust and interpretable models in classical software. He has experience building and deploying systems across Python web frameworks including Django, Flask, and FastAPI, and has spoken previously on Python security and computing topics at community conferences.