@mahimairaja
ML Consultant
Nothing here yet.
Nothing here yet.
May 7 · 14 min read · You can run an LLM on your laptop. You can run an embedding model on your laptop. But the moment you need a vector database, everyone points you at Docker containers and cloud APIs. I wanted to see wh
Join discussionDec 29, 2025 · 17 min read · Satellite imagery is amazing... until you need to search it. "Show me burn scars above 100 hectares near Oklahoma in 2019" shouldn't require hand-sifting tiles. Imagine trying to find a specific picture of a forest fire in a pile of one million phot...
Join discussionNov 24, 2025 · 14 min read · I’ve watched the same pattern repeat itself over the past few years: teams build vector search prototypes on Elasticsearch because it’s already in their stack, scale to production with millions of embeddings, then spend months fighting performance is...
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