AI Financial Platform Generating Video Explainers of Your Spending Behavior
Piggilytics automates bank statement parsing, builds live dashboards, and produces AI-narrated video breakdowns of personal finance patterns for non-technical users.
Date
November 2024
Duration
3 weeks
Team
Solo
Category
FINTECH
The Problem
Personal finance apps display data but do not explain it. Most users cannot interpret spending trends without financial literacy. Video explanation is most accessible but requires expensive human advisors.
The Solution
Piggilytics parses uploaded bank statements via NLP, categorizes transactions automatically, builds live chart dashboards, and uses the Gemini API to generate an AI-voiced video breakdown personalized to each user.
01
Automatic Statement Parsing
NLP models extract transactions from PDF bank statements across all major formats.
02
Smart Categorization
PyTorch classifier labels every transaction with 94% accuracy across 18 spending categories.
03
Live Dashboard
Flask + Chart.js dashboard with real-time filtering and trend visualization.
04
AI Video Generator
Gemini API scripts a personalized financial narrative delivered as a watchable video.
AI / ML
Backend
Frontend
Infrastructure