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santannajp/README.md

João Paulo Sant Anna

AI Engineer • Quant Researcher • Data Scientist • Builder

Building intelligent systems for quantitative finance, data engineering and AI-driven products.

About Me

I work at the intersection of:

  • Artificial Intelligence
  • Quantitative Finance
  • Data Engineering
  • MLOps
  • Crypto Research

Currently focused on building scalable AI systems, quantitative pipelines and data-driven products.

I have experience with:

  • Machine Learning & Deep Learning
  • Financial Data Pipelines
  • ETL & Distributed Processing
  • AI Agents & Automation
  • Quantitative Trading Research
  • Python Backend Engineering
  • Cloud & MLOps ecosystems

Current Focus

  • Building quantitative finance systems
  • Developing AI-powered workflows
  • Researching crypto market behavior
  • Studying scalable ML infrastructure
  • Creating automated data pipelines

Tech Stack

Languages

Python SQL Bash

Data & AI

Pandas NumPy Scikit Learn PyTorch

Data Engineering & MLOps

Airflow Docker PostgreSQL Git

Cloud & Tools

Linux AWS

Featured Projects

Quantitative Finance Platform

End-to-end quantitative research environment with:

  • OHLCV extraction
  • ETL pipelines
  • Technical indicators
  • Portfolio analytics
  • Market research automation

AI Workflow Automation

AI-driven systems for:

  • Content transformation
  • Automation pipelines
  • Intelligent agents
  • Operational workflows

Crypto Research

Research and experimentation involving:

  • On-chain analytics
  • Quantitative indicators
  • Market behavior analysis
  • Signal generation

GitHub Stats

Philosophy

Build systems. Automate intelligently. Think probabilistically. Stay antifragile.

Contact

Always building.

Pinned Loading

  1. agentic-rag agentic-rag Public

    Python

  2. BTC-Wallet-Basics BTC-Wallet-Basics Public

    A simple way to generate a bitcoin wallet with node.js

    JavaScript

  3. polymarket_auto_trade_interaction polymarket_auto_trade_interaction Public

    Projeto que demonstra a interação inicial com a API do Polymarket. Desde a criação de uma carteira até o primeiro trade automático via API

    Python

  4. vitruvian-podcast-agent vitruvian-podcast-agent Public

    A generator of podcasts by articles, links, text, etc

    Python

  5. crud-project crud-project Public

    Python

  6. vitruvian-quant-paper-agent vitruvian-quant-paper-agent Public

    Python