Taranjeet Singh

Co-founder & CEO, Mem0 · Building the memory layer for AI

Area of Expertise

• Agent memory
• Large Language Models (LLM)
• AI infrastructure

ABOUT THE AUTHOR

Taranjeet leads Mem0 — the memory layer now used by Y Combinator startups, Fortune 500 AI teams, and 50,000+ developers shipping agents to production. His work centers on a question most LLM teams hit but few solve well: how do you give an agent durable, structured memory without ballooning context windows or sacrificing latency? His writing focuses on the practical architecture of memory-augmented agents — the tradeoffs between long context and retrieval, fact extraction at scale, schema design for episodic memory, and why benchmarks like LoCoMo and MemGPT often show such different results in lab vs production environments. He has spoken on these themes at the AI Engineer Summit, LangChain's Interrupt, and other developer conferences.

Recent articles

Agent Mode AI For Secure Signup & Identity Authentication
May 21, 2026
·
Product](/content/blog/introducing-agentmode-mem0-signup-without-a-human-in-the-loop/index.html)

Introducing Temporal Reasoning in Mem0
May 12, 2026
·
Product](/content/blog/introducing-temporal-reasoning-in-mem0/index.html)

Introducing Memory Decay in Mem0
May 8, 2026
·
Product](/content/blog/introducing-memory-decay-in-mem0/index.html)

What Is Agentic RAG? How It Works and When to Use It
March 10, 2026
·
Miscellaneous](/content/blog/what-is-agentic-rag/index.html)

Short-Term Memory for AI Agents: What, Why, and How?
February 26, 2026
·
Engineering](/content/blog/short-term-memory-for-ai-agents/index.html)

Reducing Hallucinations in LLMs with Grounded Memory
February 24, 2026
·
Miscellaneous](/content/blog/reducing-hallucinations-llms-with-grounded-memory/index.html)

Short-Term vs Long-Term AI Memory: Engineer's Guide (2026)
February 9, 2026
·
Miscellaneous](/content/blog/short-term-vs-long-term-memory-in-ai/index.html)

Add Persistent Memory to Claude Code with Mem0 (5-Minute Setup)
February 7, 2026
·
Engineering](/content/blog/claude-code-memory/index.html)