large language models

Posts

• Size Doesn't Matter: Why Function Gemma Matters Dec 24, 2025

  large language models machine learning thoughts

  While the world fights over trillions of parameters, Google released a model that runs on a toaster and actually gets things done. Welcome to the era of Utility AI.

Background

• Full Stack Dev & AI Lead (Junior)

  September 2025 - Now

  amazon web services large language models nestjs optical character recognition python pytorch

  Role: Full Stack Developer & Lead Developer of Synthesia & Avapre Projects

  Expanded leadership scope beyond the Synthesia project to spearhead Avalia Preenche (Avapre), an advanced AI-powered document extraction system.

  • Intelligent Pipelines: Engineered robust OCR and structured data extraction workflows using Pytorch, OpenCV and Large Language Models (LLMs), significantly reducing manual data entry for healthcare providers.
  • Scalability: Optimized performance for high-volume processing in a critical healthcare environment.
  • Legacy System Support: Identified and resolved critical bugs in their legacy platform, ensuring system stability and reliability while integrating new features.