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Soham Daga

Soham Daga

Engineer at Supermemory. Building AI memory infrastructure and developer tools. Intelligence is a cool concept.
https://sohamdaga.com
Solving the Precision-Recall Tradeoff: Search Result Aggregation

Solving the Precision-Recall Tradeoff: Search Result Aggregation

When you're building memory for AI, search is your foundational layer. The way search generally works is straightforward: the user defines a query, and then sets a limit (top-K) on how many search results they want returned. Usually, this is set to 10 or 20. Once the request
07 Apr 2026 3 min read
Architecting a memory engine inspired by the human brain
Engineering Featured

Architecting a memory engine inspired by the human brain

Language is at the heart of intelligence, but what truly powers meaningful interaction is memory — the ability to accumulate, recall, and contextualize information over time. Large Language Models (LLMs) have mastered language, but memory remains their Achilles’ heel. Every leap in context window size is quickly outpaced by real-world demands:
05 Jun 2025 5 min read
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