AI / Data / Backend

Idle Balance NLP Query System

Built a proof of concept that used OpenAI and PostgreSQL to reduce manual analysis work for financial advisors by translating natural language into meaningful transactional insights.

Problem

Financial advisors spent too much time manually analyzing transaction records.

Solution

Created an AI-assisted query flow that translated user intent into database-backed analysis.

Architecture

Backend service layer over PostgreSQL with OpenAI-powered natural language interpretation.

Impact

Reduced manual analysis time by 80% in the proof-of-concept workflow.