AI & ML interests

Production AI, AI agents, retrieval-augmented generation, LLM evaluation, AI governance, AI security, MLOps, FinTech and RegTech

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Pharos Production

Pharos Production builds production AI, FinTech and Web3 software. This organization will be our home for practical Hugging Face artifacts that help teams test and document AI systems before deployment.

What we will publish

  • AI-agent reference implementations
  • Evaluation tools for model behavior, observability, reliability and guardrails
  • Compact demos that connect AI governance or security requirements to working code, with setup notes and explicit limitations
  • Applied ML notes for FinTech and RegTech teams

Repository standard

Each repository will state its scope, setup, limitations, license and evaluation context. We will distinguish tested behavior from design guidance and will not call a demo production-ready without evidence.

Visit our website. Company updates appear on LinkedIn, and source code also lives on GitHub.

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