EquityLens

The Problem

Retail investors and independent analysts lacked access to affordable, comprehensive equity screening tools. Existing platforms were either prohibitively expensive or limited in data coverage, making systematic research difficult without enterprise-grade subscriptions.

The Solution

Built a full-stack financial data warehouse with automated ingestion pipelines, a FastAPI backend for flexible querying, and a SvelteKit frontend for interactive screening. The platform aggregates data from multiple sources into a unified PostgreSQL store, deployed on Cloudflare for low-latency global access.

Results

• Automated ingestion of financial data across multiple sources
• Sub-second query response times on complex screening criteria
• Deployed globally on Cloudflare with edge caching
• Full-stack solution from data pipeline to interactive UI

Technologies