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NANDAGOPALNG/README.md

nandaOS://kernel — AI infrastructure runtime

I build the systems that sit underneath LLMs — agent orchestration, retrieval pipelines, and backends designed to hold up under real traffic, not just a demo.

My focus is reliability: evaluation loops that catch bad outputs, self-correction before a human has to step in, and infrastructure that keeps running after the notebook closes.

Currently building

Tech stack

Open to AI/ML engineering internships and new-grad roles.

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  1. Sentinal-SRE Sentinal-SRE Public

    A production-grade, multi-agent DevOps orchestration system that detects incidents from live logs, performs Root Cause Analysis, self-corrects its own patches through a cyclic verification loop, an…

    Python 2

  2. Orchestrix Orchestrix Public

    Orchestrix is a containerized, local-first multi-agent orchestration prototype built with FastAPI, PostgreSQL, SQLModel, Server-Sent Events, and Ollama. It demonstrates dynamic LLM-based routing, s…

    Python

  3. BhuMe-Geospatial-Boundary-Correction BhuMe-Geospatial-Boundary-Correction Public

    Automated correction of georeferencing drift in Maharashtra land-record plot boundaries, using satellite imagery and pre-computed field-boundary hints no deep learning, no hand-edited geometry, no …

    Python

  4. Vision_Transformer_Paper_Replication Vision_Transformer_Paper_Replication Public

    A PyTorch implementation that replicates the Vision Transformer (ViT) paper from scratch, building each component step-by-step and applying it to food image classification with pizza, steak, and su…

    Jupyter Notebook

  5. LawLite LawLite Public

    LawLite is a fine-tuned Large Language Model (LLM) designed to simplify complex legal documents into clear, plain-English summaries. Built on top of open-source LLaMA-2-7B model and optimized using…

    Jupyter Notebook 1

  6. Lumora Lumora Public

    An AI-powered enterprise knowledge platform that unifies documents, repositories, and external knowledge sources into a single searchable, conversational workspace — grounded in Retrieval-Augmented…

    Python