Applied AI & Intelligent Document Processing
Natural Language Query Engine for World Bank Macroeconomic Data
AI-driven semantic interface translating conversational questions into precision World Bank API queries and structured data summaries.
Timeline: January 2024 – April 2024
Delivery: Production-Ready
✕ The Business & Technical Challenge
Researchers and policy analysts spent hours navigating complex API endpoints and raw CSV dumps for country-level indicators.
⚙ The Engineered Architecture & Solution
Built an LLM agent with structured tool-calling capabilities that dynamically parses human queries, queries the World Bank API, and outputs verified datasets.
✓ Measured Business Outcome & Impact
Enabled instant natural-language access to global economic datasets with zero SQL or API knowledge required.
Core Technology Stack
OpenAI APIPythonWorld Bank APITool CallingData Extraction
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