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Lokesh Prakash Manohar

Lokesh Prakash Manohar

AI Product Lead | Agentic AI & RAG for Google, YouTube & Schneider Electric | Ex-PayPal, Microsoft consultant | IEEE Author

San Francisco, California, United States

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Lokesh is an AI Product Lead who takes agentic AI systems from architecture to production for Fortune 500 enterprises. He works at the intersection of product and engineering — designing solution architectures, prototyping hands-on, and guiding engineering teams from design through delivery. His recent work includes a multi-agent self-service analytics platform for YouTube marketing, Insights Automation Platform for Google Brand team, and a knowledge graph diagnostic methodology that treats RAG answer-quality failures as a supervised attribution problem using gradient-boosted models and SHAP.

He writes on applied AI architecture and economics, with publications in IEEE, Unite.ai, DZone, and HackerNoon. He co-leads the Research Triangle chapter of The AI Collective.

Lokesh holds an M.Eng. from Cornell University. Earlier in his career, he built ML and data products at PayPal and LendingTree, and consulted for Microsoft and WPP Group on analytics for brands including Subway and Botox.

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Area of Expertise

  • Business & Management
  • Finance & Banking
  • Information & Communications Technology

Topics

  • Artificial intellince
  • Machine Learning
  • Data Science
  • Product Management
  • Knowledge Graphs
  • Semantic Modeling / Knowledge Engineering
  • Data Governance
  • Large Language Models (LLMs)
  • Observability & Monitoring
  • GraphRAG
  • Graph Data Science
  • Semantic Search
  • Vector Databases
  • AI Evals
  • RAG
  • AI and Cybersecurity
  • Artificial Intelligence and Machine Learning for Cybersecurity
  • Data Analytics
  • Data Management
  • AI Model Evaluation
  • Agentic AI
  • Agentic Systems
  • Claude Code
  • Gemini
  • Data Lineage
  • Databricks
  • Snowflake
  • Google Cloud
  • Data Architecture
  • Data Engineering
  • Semantic Layer
  • Anthropic Claude
  • OpenAI

Lokesh Prakash Manohar

AI Product Lead | Agentic AI & RAG for Google, YouTube & Schneider Electric | Ex-PayPal, Microsoft consultant | IEEE Author

San Francisco, California, United States

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