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@studio1804 @smallthinkingmachines

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Ricoledan/README.md

Ricardo Ledan

AI systems engineer and independent researcher. I build retrieval and knowledge systems for multilingual archives, with an emphasis on provenance and self-hostable infrastructure.

Research Interests

  • Archival intelligence and multilingual retrieval
  • GraphRAG and provenance-aware retrieval systems
  • Agentic orchestration and isolated execution
  • Knowledge graphs and memory systems
  • AI for cultural heritage and digital archives

Current Work

rasin.ai — an open research platform for Haitian historical corpora. It combines multilingual GraphRAG with provenance-aware retrieval so every answer stays traceable to the primary sources behind it.

Writing & Research

Certifications

IBM Qiskit Quantum Excellence NVIDIA Deloitte Machine Learning Deloitte Data Engineering

Connect

LinkedIn X Email

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    🤖 A complete expert architect toolkit with 5 specialized expansion packs for the BMAD-METHOD framework, covering cloud infrastructure, data architecture, API integration, platform engineering, and …

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  2. smallthinkingmachines/semantic-code-mcp smallthinkingmachines/semantic-code-mcp Public

    💽 MCP server for semantic code search using AST-aware chunking and vector embeddings.

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  3. smallthinkingmachines/harombe smallthinkingmachines/harombe Public

    The full-stack agent framework that runs entirely on your hardware.

    Python

  4. vectordb-from-scratch vectordb-from-scratch Public

    A vector database built from scratch in Rust - learning project to understand database internals and HNSW indexing

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  5. supervisor-multi-agent-system supervisor-multi-agent-system Public

    🤖 Example of a Multi-Agent System leveraging a central supervisor agent that delegates tasks to specialized worker agents.

    Python 1 2

  6. dta-provenance-demo dta-provenance-demo Public

    Production-quality DTA v1.0.0 provenance tracking: Git-native & blockchain implementations with full CI/CD, 59 tests, Docker support, and live documentation site

    Python