10000 W3STY11 (Nick Westburg) Β· GitHub
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W3STY11/README.md

Hi, I'm Nick Westburg πŸ‘‹

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πŸš€ AI Research & Development Engineer

Transforming 5000+ AI conversations into actionable knowledge. Specializing in conversation mining, knowledge graphs, and ML infrastructure.

πŸ’‘ Expertise

  • Knowledge Management Systems: Creating "digital mirrors" of intellectual identity
  • Conversation Mining: BERTopic clustering, temporal pattern analysis
  • Machine Learning: Neural networks, deep learning architectures
  • Community Leadership: Top 1% contributor on Reddit's AI communities

πŸ› οΈ Tech Stack

πŸ“Š GitHub Analytics

GitHub Streak

πŸ† Featured Projects

Transform AI conversations into structured knowledge repositories

  • Tech: Python, Neo4j, BERTopic, FAISS
  • Impact: 5000+ conversations analyzed

Advanced temporal pattern extraction from chat data

  • Tech: TensorFlow, scikit-learn, D3.js
  • Features: Clustering, visualization, insights generation

Research repository for advanced AI architectures

  • Tech: PyTorch, CUDA, Neural Architecture Search
  • Focus: Pattern recognition, decision-making

πŸŽ“ Certifications

  • πŸ₯‡ Machine Learning Specialization - DeepLearning.AI (2025)
  • πŸ₯‡ Deep Learning Specialization - DeepLearning.AI (2024)
  • πŸ₯‡ Google AI & ML Cloud (2024)
  • πŸ₯‡ AI for Business - UPenn (2024)

πŸ“ˆ Current Focus

  • Building enterprise-grade AI knowledge management systems
  • Exploring graph-based ML architectures
  • Contributing to open-source AI tools

πŸ“« Let's Connect

I'm always open to discussing AI research, collaboration opportunities, or just geeking out about neural networks!


✨ Turning conversational data into actionable intelligence ✨

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  1. crawl4ai crawl4ai Public

    Forked from unclecode/crawl4ai

    πŸš€πŸ€– Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper

    Python

  2. nanoGPT nanoGPT Public

    Forked from karpathy/nanoGPT

    The simplest, fastest repository for training/finetuning medium-sized GPTs.

    Python

  3. smol-course smol-course Public

    Forked from huggingface/smol-course

    A course on aligning smol models.

    Jupyter Notebook

  4. fabric fabric Public

    Forked from danielmiessler/fabric

    fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.

    Go

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