Michael Nau's Projects
Implementation of modvis using FastAPI
Network Forensics CLI utility that performs Network Scanning, OSINT, and Attack Detection
A collection of Colab/Jupyter Notebooks for NLP, collection, analysis, and visualization.
Notebooks using the Hugging Face libraries π€
AI assistant that utilizes GPT language models to interpret and generate cybersecurity payloads πͺ
Python PDF Parser (Not actively maintained). Check out pdfminer.six.
Plumb a PDF for detailed information about each char, rectangle, line, et cetera βΒ and easily extract text and tables.
High-performance FastAPI backend application designed to seamlessly integrate with vector databases, LangChain, HuggingFace, and Swagger.
E2E tests for the portal client & CMS
A guideline for building practical production-level deep learning systems to be deployed in real world applications.
[NeurIPS 2023 WS] An Evaluator LM that is open-source, offers reproducible evaluation, and inexpensive to use. Specifically designed for fine-grained evaluation on a customized score rubric, Prometheus is a good alternative for human evaluation and GPT-4 evaluation.
A universal SBOM representation in protocol buffers
Python API for ML inferencing and transfer-learning on Coral devices
Qdrant - Vector Database for the next generation of AI applications. Also available in the cloud https://cloud.qdrant.io/
Notebooks for working with Qdrant
Demo of the neural semantic search built with Qdrant
π§ Your Second Brain supercharged by Generative AI π§ Dump all your files and chat with your personal assistant on your files & more using GPT 3.5/4, Private, Anthropic, VertexAI, LLMs...
A good starting point for a new Rust project
SatIntel is an OSINT tool for Satellites π°. Extract satellite telemetry, receive orbital predictions, and parse TLEs π
Python scraper based on AI
Set up your local environment to do some real Machine Learning Engineering software development, just like pro ML practitioners.
Set up your local environment to do some real Machine Learning Operations software development, just like pro MLOps practitioners.
SQL databases in Python, designed for simplicity, compatibility, and robustness.
Example Streamlit app that you can fork to test out share.streamlit.io