About

Research Engineer at Hornetsecurity, Vice Chair of M3AAWG's AI Committee, specializing in privacy-preserving AI and large-scale ML systems.

Pradipta Deb at work

Background

I am a Research Engineer specializing in privacy-preserving AI and large-scale machine learning systems, with over ten years of experience. I have built commercial ML systems handling 6B+ daily interactions, focusing on computer vision, NLP, and security.

As Vice Chair of M3AAWG's AI Committee, I work on international standards development for AI in cybersecurity. My research spans optimization, speech synthesis, and privacy-preserving ML. I thrive on new challenges and learn rapidly from peers.

Research Interests

  • Privacy-Preserving Machine Learning & Federated Learning
  • Large Language Models & Natural Language Processing
  • Computer Vision & Multi-modal AI Systems
  • Secure ML Pipeline Design & GDPR Compliance
  • Ethical AI Development & Responsible Innovation

Education

MS in Computer Science

Saarland University , Germany (July, 2019)

BTech in Information Technology

West Bengal University of Technology , India (July, 2012)

Publications