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amrav69/README.md

💻 Mandapati Ram Sri Varma

Quant Developer | Systems Engineer | AI Agent Architect | Algo Trading

I build autonomous AI trading systems, multi-agent pipelines, and high-performance quant infrastructure. Currently working at the intersection of LLM reasoning and systematic trading.

🚀 Active Development

Repository Status Description
agentic-quant-sandbox Active Autonomous 3-agent AI trading pipeline — Research, CodeGen, and Critic agents that analyze markets, write backtests, and validate strategies.

🛠️ Technical Arsenal

  • Languages: Python, Rust
  • Frameworks: FastAPI, LangChain, LangGraph, Textual
  • Quant: vectorbt, pandas-ta, yfinance
  • Infrastructure: MongoDB, Redis, Docker

📐 What I Build

  • Quant Systems: Event-driven strategy backtesters, portfolio optimization engines, and market execution layers.
  • AI Agent Architectures: Custom multi-agent consensus networks, self-correcting code generation workflows, and structured LLM validators.
  • Algo Trading Infrastructure: High-throughput streaming data integrations, low-latency microservices, and robust caching topologies.

🤝 Connect

"Build systems that think. Trade systems that don't."

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  1. agentic-quant-sandbox agentic-quant-sandbox Public

    AI-powered autonomous trading sandbox — multi-agent system with Research, CodeGen, and Critic agents that analyze markets, write backtests, and validate strategies automatically.

    Python 1 1