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AgustinUrena/README.md

Hi, I'm Agustín 👋

AI engineer who ships agentic systems end to end. I design, build, and deploy LLM-powered products: agent pipelines, RAG, and automation that runs in production. Background in quantitative trading and 3+ years delivering custom software for international clients.

🇦🇷 Based in Argentina, working remotely with teams worldwide.

What I've built

  • 🤖 AlgoCustom — AI-first platform that generates and backtests MetaTrader 5 trading bots from natural language. Multi-agent pipeline, RAG, automated backtesting. (live waitlist)
  • 🧪 QuantBench — a benchmark measuring how well different LLMs generate MQL5 code. Execution-based scoring plus an LLM-as-judge layer.
  • 📡 Telegram-to-MT5 AI bridge — a 24/7 system that reads trading signals from Telegram, interprets them with AI, and executes them in MetaTrader. Built for a client, deployed on a VPS.
  • 🛠️ AI writing tool, Fiverr AI assistant, trading research toolkit — smaller tools and 3 years of quant analysis work.

Stack: Python · LLMs / agents · RAG · FastAPI · Next.js / TypeScript · Supabase / Postgres · Docker · MQL4 / MQL5

📫 LinkedIn · Mail

Popular repositories Loading

  1. AgustinUrena AgustinUrena Public

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    Windows hotkey tool: AI grammar fixing + voice dictation with an LLM cleanup pass

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