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Mintzs/README.md

Hey, I'm Travis 👋

Aspiring AI Engineer
18-year-old passionate about building intelligent systems — from fine-tuned LLMs to autonomous AI agents.

LinkedIn HuggingFace

🧠 About Me

  • Studying Data Science & AI in the Netherlands
  • Passionate about LLM fine-tuning, AI agents, and NLP
  • Currently working on: experimentation with embedding models for agentic systems

🛠️ Tech Stack

Languages
Python SQL HTML5 CSS3

AI / ML
PyTorch HuggingFace LangChain OpenAI Streamlit n8n

📂 Featured Projects

  • OogaBoogaLM — QLoRA fine-tuning (Qwen-2.5 Base Model) for token optimization and 'caveman' style transfer, saving above 80% of token output
  • Goal Drift - Open source Python library that integrates with any tool-calling AI agent to detect prompt injection through semantic goal drifts before action takes place
  • Valid8 - A market research / product validation AI agent that can tell you if your product idea is in demand through sentiment analysis, strategic large-scale web scraping, and competitor research
  • VectorIMG - Image editing program using vectorized NumPy algorithms
  • Valuable n8n AI - A collection of my n8n workflows, agents, and automations with real-life business and valuable use cases

💬 Random Dev Quote

Quote

Always learning. Always building.

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  1. oogaboogalm oogaboogalm Public

    We have caveman system prompts and skills for AI models to reduce token use, why not try bake it into the model itself with fine-tuning?

    47 1

  2. Snap Snap Public

    Forked from lucas304dn/Snap

    Our 1st place winning submission for the bunq x Anthropic x AWS Hackathon: an AI-powered social layer built on top of bunq to make banking fun and memorable. Think BeReal, Snapchat, and bunq combined.

    JavaScript 1

  3. goal-drift goal-drift Public

    Catch prompt injection attempts on your tool-calling agents before anything happens, by measuring goal drifts.

    Python

  4. valid8-ai valid8-ai Public

    A market research and product validation AI agent that can tell you if your product idea is publicly wanted through sentiment analysis, large-scale web scraping, and competitor research.

    Python

  5. VectorIMG VectorIMG Public

    A high-performance Python engine designed for efficient image manipulation, format transformation, and color space optimization. By leveraging NumPy’s compiled C-backend, the program executes compl…

    Python

  6. githubdatabase githubdatabase Public

    A relational database schema modelling GitHub's core entities using SQLite.

    1