Financial Analysis System

Automated financial document analysis and reporting

Completed

Python

Pandas

NumPy

Scikit-learn

PostgreSQL

FastAPI

Overview

A financial analysis platform that processes annual reports, extracts financial metrics, performs trend analysis, and generates comprehensive reports with visualizations.

Development Timeline

v0.12024-Q3

Data Extraction

v0.22024-Q4

Metrics Engine

v1.02025-Q1

Report Generation

Features

Automated Data Extraction

Extract financial metrics from PDF and XBRL documents.

Trend Analysis

Multi-year comparison and trend identification.

Report Generation

Automated PDF report generation with charts and insights.