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Researcher

Nilesh Gupta

Researcher at Sparrow Capital

Website

Early-stage investor at Sparrow Capital backing pre-seed and seed startups in consumer tech.

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Nilesh Gupta as author

Scalable In-context Ranking with Generative Models
arXivresearchpositiveOct 10, 2025

BlockRank enables scalable in-context ranking with generative models by reducing attention complexity from quadratic to linear, achieving 4.7x inference speedup while handling ~500 documents in-context within a second.

“Co-author of the paper on Scalable In-context Ranking with Generative Models”

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