Data Conference Databasea Query.Farm index
Speakers

Madhu Ramanathan

Employers on the program

  1. 2025Meta1 talk
Events1
Conferences1
Talks1
Years active2025

Appearances by year

201920202021202220232024202520262027
  • MLOps World (Machine Learning in Production)

Talks

DateEventConferenceRoleTitleLinks
Oct 8, 20256th Annual MLOps World | GenAI Summit 2025MLOps World (Machine Learning in Production)speakerThe Efficiency Equation: Leveraging AI Agents to Augment Human Labelers in Building Trust and Safety Systems at Scale
as Meta
In today’s digital ecosystem, Trust & Safety systems face mounting challenges—from content proliferation, real-time enforcement demands and cost savings…Show less

In today’s digital ecosystem, Trust & Safety systems face mounting challenges—from content proliferation, real-time enforcement demands and cost savings pressure —complicated further by evolving threats like deepfakes, AI generated hallucination, misinformation, and adversarial behavior. Given this a defensive space with ever-evolving threats, human labeling has been crucial in this domain for measurement, data collection to train models, real time enforcements, reactive takedowns and appeals – but it comes with costs in the millions for scaled applications.

Frequent co-speakers

No one else spoke at two or more of the same events.

Speakers with the same name are merged into one entry, so this page may combine more than one person. Affiliations are shown as each conference listed them.