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James-Crockett/README.md

👋 Hello, I'm Nitheesh

An AI/ML Engineer based in Baltimore, MD. I focus on building production-oriented AI/ML systems. Member of Linux Usuers Club (LUG) @UMBC. Like lifting and exploring new places. If you like my work, feel free to reach out at ngnanas1@umbc.edu

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  1. nexil nexil Public

    A better way to run LLMs locally on Intel hardware (NPU or CPU) with a single command.

    Python 1

  2. Enterprise-RAG-Chatbot Enterprise-RAG-Chatbot Public

    A Permission-aware RAG KB chatbot where docs are embedded in vector database. Retrieval is filtered by user access level and sent to a Ollama LLM to generate grounded results.

    Python 1

  3. nnUnetV2-Dental-Segmentator nnUnetV2-Dental-Segmentator Public

    A standalone pipeline that takes CBCT DICOM scans and automatically generates multi-class dental segmentations using a pretrained nnU-Net model.

    Python 2

  4. Support-Ticket-Auto-Triage Support-Ticket-Auto-Triage Public

    An automated ticket classification system using NLP. Compares traditional machine learning (TF-IDF + SGD) against Deep Learning (DistilBERT) to route support tickets to the correct teams.

    Jupyter Notebook 1

  5. Real-Time-Language-Translator-with-AR-Visualization Real-Time-Language-Translator-with-AR-Visualization Public

    Captures voice using Mozilla Deepspeech, then used Transformer Model to translate English to Tamil and then display the translated text with Marker Based AR by utilizing Vuforia SDK in Unity.

    Python 1

  6. IS720-Conference-Management IS720-Conference-Management Public

    A database project for IS720 Advanced Database Systems. Built with Oracle SQL (PL/SQL), this system manages the entire lifecycle of academic conferences.

    PLSQL 1