Viewing profile — yadu989

yadu989

HN member

Joined: Sat, Jun 27, 2026, 2:59 AM UTC
HN karma: 1
Public activity: 22 items
HN profile: View on Hacker News ↗

About yadu989

After 15+ years in banking engineering and delivery transformation, I realized the biggest blocker to enterprise AI adoption is hallucination risk and data privacy. I am now building MemStrata to solve this. It's a local-first context engine that uses HRR-based symbolic triple memory to strictly verify facts before injecting them into an LLM's context window. I focus heavily on local orchestration, squeezing performance out of consumer GPUs, and building autonomous agent pipelines.

Always happy to talk about local-first AI architecture.

Email: yadu989@gmail.com

Recent public activity

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Comment #49064428
One concrete mechanism behind this fragility that doesn't get enough attention: retrieval systems that serve stale facts with high confidence. RAG pipelines rank by cosine similari…

Mon, Jul 27, 2026, 2:05 AM UTC
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Comment #49064424
Knowledge graphs are genuinely interesting as a grounding mechanism because they make entity relationships explicit and queryable, something flat vector stores can't do. Overture's…

Mon, Jul 27, 2026, 2:04 AM UTC
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Sat, Jun 27, 2026, 4:20 AM UTC
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