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Kumar Sanu Profile
Kumar Sanu

@shanu_1012

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πŸ› οΈ Backend Engineer | Architecting scalable systems & managing deployments πŸš€ | Now diving deep into AI & LLMs πŸ€– | Learning, building, sharing.

Joined June 2025
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@shanu_1012
Kumar Sanu
27 days
🎯 Set temperature = 0 and the model becomes a precision machine. Ask it twice, get a carbon copy response β€” every word, every comma, identical.
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@shanu_1012
Kumar Sanu
1 month
LLMs and AI are cool. But they become unstoppable when picked up by a curious software engineer who’s obsessed with solving, scaling, and shipping. πŸ’»βš‘. That’s when the real magic happens. #AI #LLM #SoftwareEngineering #BuilderMindset.
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@shanu_1012
Kumar Sanu
1 month
LLMs + RAG + basic caching β‰  scalable AI 🧠. Redis vector search + aliasing =.⚑ Smarter cache.πŸ“‰ 98% fewer LLM calls.⏱️ <1ms response. πŸ”— Full breakdown in picπŸ‘‡. #LLM #RAG #Redis #VectorSearch
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@shanu_1012
Kumar Sanu
2 months
πŸš€ I built a CLI tool to compare LLMs across providers:.πŸ”Ή Base vs Instruct vs Fine-tuned.πŸ”Ή OpenAI, Hugging Face, Anthropic, Local.πŸ”Ή Same prompt, 4 different brains 🧠. Biggest lesson?.🎯 The smartest model isn’t always the biggest β€” it’s the right one for the task. #AI #LLMs.
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