Viewing profile — sangeet01
sangeet01
HN member- Joined
- Tue, Dec 16, 2025, 2:57 AM UTC
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About sangeet01
a daft undergrad with interest in chemistry and computers
Recent public activity
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story
Show HN: I got frustrated with SMILES, so I built one
Hi HN, I'm an undergrad in Nepal. For the last 35 years, computational chemistry and AI drug discovery have relied on SMILES to represent molecules. It was great for the 1980s, but…
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Show HN: Beating SOTA embeddings on DeepMind's LIMIT benchmark (94% vs. 18%)
DeepMind's recent paper "On the Theoretical Limitations of Embedding-Based Retrieval" identified a capacity bottleneck in dense embeddings, showing that even SOTA models like E5-Mi…
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Comment #46284328
https://github.com/sangeet01/limitnumen As aspiring young man learning ai, I have successfully solved the theoretical limitation of embedding using hashing. Now working on turning …