Person
Maria Sukhareva
AI expert focused on production generative AI, chatbot hardening, prompt-injection defense, and enterprise security.
Background
Maria Sukhareva is a principal key expert in Artificial Intelligence at Siemens. Her source bio emphasizes more than 15 years in generative AI technologies and turning research into practical, scalable tools.
Podcast Contributions
- Hardening Generative AI Chatbots contributes production security guidance for prompt injection, data exfiltration, hallucination reduction, defenses, and detection.
Concepts Connected
- generative AI, LLMs, and NLP for chatbot systems.
- AI red teaming and security for adversarial testing and risk mitigation.
- MLOps and production for operating these systems beyond demos.
Source Links
- Person source:
../datatalksclub.github.io/_people/mariasukhareva.md - Podcast source:
../datatalksclub.github.io/_podcast/generative-ai-chatbots-in-production-security.md