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Achievement: Pull Sharkx2

Achievements

Achievement: Pull Sharkx2

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ayanokojix21/README.md

Multi Agent Systems • LLM Engineering • Educational Technology

Hey, I'm Nishchal 👋

🌐 LinkedIn • Kaggle • Portfolio

I'm a computer science student interested in Machine Learning, Multi-Agent Systems, and Open Source Software.

🧠 Building educational technology, intelligent systems, and developer tools.

⚙️ Exploring retrieval architectures, LLM engineering, and the challenges behind building reliable AI systems.

🚀 Turning ideas into products that people genuinely find useful.

⚙️ Tools & Technologies

LLM Engineering: LangChain • LangGraph • LangSmith • RAG • DPO
Models: Gemma 4 • Gemini 2.5 • Hugging Face
Retrieval: MongoDB Atlas Search • Pinecone • Cohere Rerank • Nomic Embeddings

🚀 Featured Work

The repositories pinned below showcase the projects I'm most proud of.

Pinned Loading

  1. EduVerse EduVerse Public

    Python 1 2

  2. langchain-google-classroom langchain-google-classroom Public

    A LangChain community document loader for Google Classroom. Extract coursework, materials, and Drive attachments for RAG pipelines.

    Python 1

  3. Sevak-AI Sevak-AI Public

    Dart 1 2

  4. SDKGen SDKGen Public

    Python