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Autonomous Financial AI Agent

An autonomous AI agent capable of querying SQL databases, analyzing financial reports, and executing trades.

Tech Stack
PythonLangChainOpenAISQL Server
Timeline
2026
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    The Problem

    Financial analysts were spending 60% of their day manually running SQL queries and compiling data into Excel before they could even begin their actual analysis.

    The Solution

    I engineered a secure, autonomous AI agent using Python, LangChain, and OpenAI. The agent was granted read-only access to secure internal databases via an intermediate API layer, allowing it to translate natural language into complex SQL queries, analyze the resulting data, and output formatted summaries.

    The Result

  • Instant AnalysisData retrieval and formatting reduced from hours to seconds.
  • High AccuracyImplemented self-correction loops ensuring 99% query accuracy.

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