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15 followers · 22 following

Achievements

Achievement: QuickdrawAchievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull Sharkx3

Achievements

Achievement: QuickdrawAchievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull Sharkx3

Organizations

@studio1804 @smallthinkingmachines

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Ricoledan/README.md

Ricardo Ledan

AI systems engineer and independent researcher working on sovereign AI infrastructure, multilingual retrieval, and archival intelligence.

Research Interests

  • Sovereign AI Infrastructure
  • Archival Intelligence & Multilingual Retrieval
  • GraphRAG and Provenance-Aware Retrieval Systems
  • Agentic Orchestration & Isolated Execution
  • Knowledge Graphs and Memory Systems
  • AI and Cultural Infrastructure

Current Work

rasin.ai — Sovereign archival intelligence platform for Haitian historical corpora. Multilingual GraphRAG, provenance-aware retrieval, and knowledge-graph exploration over primary sources and archives.

Writing & Research

Certifications

IBM Quantum NVIDIA Deloitte Advanced AI

Connect

LinkedIn Twitter smallthinkingmachines Email

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  1. smallthinkingmachines/harombe smallthinkingmachines/harombe Public

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

    Python

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

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

    TypeScript 2 1

  3. vectordb-from-scratch vectordb-from-scratch Public

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

    Rust

  4. 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 2

  5. 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

  6. defi-risk-agent defi-risk-agent Public

    🤖 A multi-agent DeFi risk analysis system that evaluates protocol risk using DefiLlama data and quantitative scoring.

    Python