Find Events
Overview
FindEvents is an automated event discovery platform that aggregates and structures event data from multiple sources into a single searchable interface.Instead of manually browsing multiple platforms, users get a unified feed with consistent filters and clean event listings — continuously updated through an automated pipeline.
Problem
Event data is fragmented and inconsistent across platforms. Each source uses different formats, categories, and quality standards.
This leads to:
- missed relevant events
- slow, inefficient discovery
- high complexity when building unified platforms
For teams, this is not just a UX issue — it’s a data infrastructure problem.
Solution
FindEvents combines three layers into one automated system:
1. Ingestion automation
Scrapers collect event data from curated sources using Python, Scrapy, and Zyte infrastructure.
2. Data normalization
A FastAPI backend standardizes titles, categories, locations, dates, and links into a consistent schema that can be filtered and reused reliably.
3. Discovery experience
A Next.js frontend presents the data through a fast, searchable interface designed for browsing large datasets without friction.
Results & Impact
5,000+ events indexed
0 manual data entry
Daily automated updates
Scales programmatically
Reusable across industries
This turns a fragmented ecosystem into a structured discovery layer that stays fresh with very little operational overhead.
Conclusion
FindEvents is not just an event platform — it’s a reusable system for building data-driven discovery products.
The same approach can power marketplaces, directories, and aggregation tools across industries.
If your product depends on structured data that doesn’t exist in one place, this is the kind of system we build.
