Sudhanshu Kumar

@shadowbyte07

Let us learn and build AI.

Delhi, IndiaJoined May 2026

About

2nd year CSE (AI specialization) student building things I wish existed. I work at the intersection of LLMs, agentic AI, and full-stack development. I've built a multimodal agentic system with triple-LLM orchestration, a RAG-based study companion with spaced repetition and knowledge graph visualization, a full-stack habit tracker with XP and analytics, and I'm designing Aira — a modular AI OS connecting 8+ specialized agents through a shared orchestration layer. On this blog I write about what I actually build and learn — technical deep-dives into RAG pipelines and LangGraph workflows, honest build logs of projects in progress, and tutorials on the AI/ML concepts I'm figuring out as I go. I believe the best way to understand something is to build it, break it, and then write about why it broke. Stack: Python • LangChain • LangGraph • Flask • React • FAISS • MongoDB • SQLite • AWS

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Sudhanshu Kumar's blogs

Backprop Diariesbackpropdiaries.hashnode.dev1 post

About

2nd year CSE (AI specialization) student building things I wish existed. I work at the intersection of LLMs, agentic AI, and full-stack development. I've built a multimodal agentic system with triple-LLM orchestration, a RAG-based study companion with spaced repetition and knowledge graph visualization, a full-stack habit tracker with XP and analytics, and I'm designing Aira — a modular AI OS connecting 8+ specialized agents through a shared orchestration layer. On this blog I write about what I actually build and learn — technical deep-dives into RAG pipelines and LangGraph workflows, honest build logs of projects in progress, and tutorials on the AI/ML concepts I'm figuring out as I go. I believe the best way to understand something is to build it, break it, and then write about why it broke. Stack: Python • LangChain • LangGraph • Flask • React • FAISS • MongoDB • SQLite • AWS

Available for

Nothing here yet.

Sudhanshu Kumar's blogs

Backprop Diariesbackpropdiaries.hashnode.dev1 post

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From Random Gibberish to Shakespeare — My First RNN Experiment

May 5 · 8 min read · I Trained an RNN to Write Shakespeare — Here's Everything That Happened So I've been learning about RNNs for a while now — reading papers, watching lectures, nodding along like I understood everything

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Sudhanshu Kumar

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Sudhanshu Kumar's blogs

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From Random Gibberish to Shakespeare — My First RNN Experiment

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Sudhanshu Kumar

About

Available for

Sudhanshu Kumar's blogs

Recently published

From Random Gibberish to Shakespeare — My First RNN Experiment