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Karan227/README.md

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🧠 About Me

coding

  • 🤖 I build multi-agent systems, RAG pipelines, and fine-tuned domain LLMs — taking agents from prototype to production.

  • 🏢 Software Engineer 2 @ Intuit — Agentic AI platforms & developer productivity (multi-agent orchestration, LLMOps on GenOS, Claude Code integrations).

  • 🔭 Currently building CalcTransformer — a transformer from scratch in pure JAX to master attention, positional encoding, residual connections & backprop.

  • 🌱 Exploring LLM scaling laws (Chinchilla), context engineering, eval pipelines & mechanistic interpretability.

  • ✍️ I write about LLMs, agents & applied ML on Medium.

  • 💬 Ask me about Agentic AI, LangGraph, MCP, RAG, LLM fine-tuning (QLoRA/PEFT) or Kafka & distributed systems.

  • 📫 Reach me at 227karansingh@gmail.com

  • ⚡ Fun fact: I taught a 24K-parameter neural net to do math before it could read.


🛠️ Tech Stack

🤖 Agentic AI & LLMs

LangChain LangGraph MCP RAG Hugging Face PyTorch JAX QLoRA

💻 Languages

Python Java JavaScript

⚙️ Backend & Infra

Spring Boot Apache Kafka Kubernetes Docker React

🗄️ Data

PostgreSQL Redis Elasticsearch Spark

📊 GitHub Stats

🤝 Connect

LinkedIn Medium Gmail LeetCode Codeforces

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