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yeick010/README.md

Yeison Riascos Sanchez

AI Agent Developer & Fintech Automation Builder Spirano, Italy · Building autonomous systems at the intersection of LLMs, blockchain and financial infrastructure.

I design and ship multi-agent architectures, on-chain automation, and AI-driven trading tooling. My work focuses on systems that act, not just analyse — agents that hold state, coordinate, and produce measurable outcomes.


What I'm building

  • ArbitrageAgent — AI-powered cryptocurrency arbitrage system with paper-trading dashboard (private).
  • AgentShield-MCP — multi-agent orchestration platform with validator contracts (private).
  • Portfolio Orchestrator — unified ecosystem for coordinating multiple AI agents (private).
  • Croméyeuï Cafè Bot — WhatsApp business automation, Mistral API integration (private).
  • Proof-of-Coherence — public research artefact on falsifiability frameworks for AI claims — repo.

Stack

Languages: Python, JavaScript / Node.js, Bash, Solidity AI / Agents: LLM integration, prompt engineering, CrewAI, LangChain, multi-agent coordination Cloud: Google Cloud Platform (Cloud Run, Cloud Shell, Secret Manager) Web3: Coinbase CDP SDK, Thirdweb, Alchemy, Circle, chain-agnostic design Data & BI (foundational): Python (Pandas, NumPy), SQL, Power BI, NLP


How I work

  • First-principles. Understand the constraint before optimising the solution.
  • Pre-registration over post-hoc. When I run an experiment, the falsifiability conditions are written before the data is seen.
  • Cost-aware. I optimise for the cheapest path to a real measurement, not the most elegant one.
  • Honest about scope. I'd rather ship a small thing that works than promise a large thing that doesn't.

Open to

  • Collaboration on multi-agent systems and autonomous trading infrastructure.
  • Conversations with teams working on agent observability, validator design, or AI-finance integration.
  • Research-adjacent roles where engineering rigour matters.

Pinned Loading

  1. yeick010 yeick010 Public

    AI Agent Developer & Fintech Automation Builder — multi-agent systems, on-chain automation, AI-driven trading.

  2. AI-Governance-Strategy-Portfolio AI-Governance-Strategy-Portfolio Public

    A portfolio of proprietary frameworks and applied research on AI Governance, Risk, and Strategy. By Yeison R.S.

  3. Deep-Learning-Image-Classification Deep-Learning-Image-Classification Public

    A neural network built with TensorFlow/Keras to classify images of clothing from the Fashion-MNIST dataset.

    Jupyter Notebook

  4. Customer-Segmentation-Project Customer-Segmentation-Project Public

    Analisi di clustering K-Means per segmentare i clienti di una carta di credito in base al loro comportamento di spesa.

    Jupyter Notebook

  5. Fraud-Detection-Classification Fraud-Detection-Classification Public

    A machine learning model to detect fraudulent credit card transactions, focusing on handling imbalanced data.

    Jupyter Notebook

  6. AI-Strategy-Portfolio AI-Strategy-Portfolio Public

    Un portfolio di progetti e analisi strategiche sull'intersezione tra Business, Etica e Intelligenza Artificiale.