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Basearchio/README.md

👋 Hi, I'm Basearchio

I build software that automates repetitive work and improves reliability.

I use AI as an engineering partner to design, build, and validate practical software that solves real-world problems.

🎯 Focus

  • ⚙️ Automation
  • 🤖 AI-assisted Software Development
  • 📊 Data Analysis & Integrity
  • 🪟 Windows Tooling
  • 🧠 Local LLM Workflows

🛠️ Tech

Languages & Scripting

Python

Tools & Technologies

LLM Automation

🚀 Featured Projects

🌳 Easy-Bonsai

One-click Windows launcher for PrismML-Eng/Bonsai-demo.

  • Automated installation and local LLM setup
  • Interactive model selection
  • Windows Batch & PowerShell automation
  • Software Requirements Specification (SRS)

🕸️ Sovereign-Scraper

A resilient web scraping framework focused on reliable and maintainable data collection.

  • Structured scraping workflow
  • Automated data collection
  • Fault-tolerant execution
  • Reusable scraping components

📉 Quant-Squeeze

Experimental framework for verifying low-bit quantization equivalence in Qwen2.5-VL models.

  • Adaptive temperature-based sampling
  • Model-specific normalization
  • Quantization benchmarking
  • Automated evaluation reports

🧠 Philosophy

Most of my projects begin with one question:

"What caused the problem, and how can the structure be improved so it never happens again?"

I enjoy analyzing workflows, identifying root causes, and turning repetitive, error-prone processes into reliable software.

Pinned Loading

  1. Sovereign-Scraper Sovereign-Scraper Public

    A local-first, self-healing web scraper that extracts structured data through browser-rendered page analysis. Works without LLMs, with optional AI-powered semantic labeling and recovery.

    Python

  2. quant-squeeze quant-squeeze Public

    Experimenting whether low-bit quantized VLMs can match high-bit ones via repeated sampling + normalization ("squeeze and normalize").

    Python

  3. Easy-bonsai Easy-bonsai Public

    One-click Windows setup & launcher for PrismML Bonsai-demo — pick a model, everything else is automated.

    Batchfile 1