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RanchoCooper/README.md

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๐Ÿ‘จโ€๐Ÿ’ป About Me

  • ๐Ÿ”ญ Focus on Quantitative Trading Systems / High-Concurrency Backend
  • โš™๏ธ Strong in Hexagonal Architecture + DDD + System Design
  • ๐Ÿ“ˆ Building Py-Quantix (Quant Trading System) / Local-Memory (Memory For AI Agents)
  • ๐Ÿง  Exploring AI + Finance / LLM Systems
  • ๐Ÿ“ง Contact: Rancho1110

๐Ÿ›  Tech Stack


๐Ÿš€ Featured Projects

๐Ÿง  Py-Quantix โ€” Quant Trading System

Production-grade quantitative trading system (Backtesting + Live Trading + AI Analysis)

  • โšก Strategy Engine (Backtesting / Live / Analyzer)
  • ๐Ÿ“Š Market Data Pipeline
  • ๐Ÿ”Œ Binance API Integration
  • ๐Ÿงฑ Modular Architecture

๐Ÿ‘‰ https://github.com/RanchoCooper/py-quantix


๐Ÿง  LocalMemory โ€” AI Persistent Memory System

Give AI agents long-term memory, fully local & controllable

  • ๐Ÿง  Persistent memory across sessions๏ผˆ่งฃๅ†ณ LLM โ€œๅคฑๅฟ†โ€้—ฎ้ข˜๏ผ‰
  • ๐Ÿ” Semantic search (Vector + Keyword hybrid retrieval)
  • ๐Ÿงฑ MCP-based architecture (Claude / Cursor / Copilot compatible)
  • ๐Ÿ”’ Local-first storage (SQLite + Vector DB)

๐Ÿ‘‰ https://github.com/RanchoCooper/local-memory


๐Ÿ’Ž go-hexagonal โ€” DDD Microservice Framework

Go microservice framework based on Hexagonal Architecture

  • ๐Ÿงฑ Clean Architecture / Domain Isolation
  • โš™๏ธ Plugable Infrastructure Layer
  • ๐Ÿš€ Production-ready service scaffolding

๐Ÿ‘‰ https://github.com/RanchoCooper/go-hexagonal


๐Ÿ“Š GitHub Stats


๐Ÿงฉ Engineering Highlights

  • ๐Ÿ— Designed high-concurrency distributed systems
  • โšก Built low-latency trading infrastructure
  • ๐Ÿ”„ Implemented CI/CD pipelines (GitHub Actions)
  • ๐Ÿง  Strong in system design & architecture evolution

๐Ÿ“Œ Current Focus

  • ๐Ÿ“ˆ Quant Trading System (Py-Quantix)
  • ๐Ÿง  AI Memory Systems (LocalMemory)
  • ๐Ÿค– LLM + Trading Integration
  • โš™๏ธ Backend Architecture Optimization


โญ๏ธ "Build systems, not just features."

Pinned Loading

  1. py-quantix py-quantix Public

    An AI-enhanced quantitative trading framework for research, backtesting, and automated crypto features trading.

    Python 1

  2. local-memory local-memory Public

    LocalMemory is a local-first memory layer for AI agents with semantic search, memory decay, and association linking, integrable with Claude Code via the MCP protocol.

    Go

  3. go-hexagonal go-hexagonal Public template

    Go Hexagonal Architecture: Enterprise-grade Hexagonal Architectur Framework

    Go 107 20

  4. py-hexagonal py-hexagonal Public template

    Python Hexagonal Architecture: Enterprise-grade Hexagonal Architectur Framework

    Python 3 2

  5. quants quants Public

    Quant้‡ๅŒ–ไบคๆ˜“็ณป็ปŸ๏ผŒๅŸบไบŽๅ…ญ่พนๅฝขๆžถๆž„ๅ’Œ้ข†ๅŸŸ้ฉฑๅŠจ่ฎพ่ฎก

    Go 13 5