Completed

Insider Alpha

Real-time Insider Trading Analytics & Visualization

Launch App Back to Projects

System Architecture Visual

Project Overview

A unified platform for tracking and analyzing insider trading activities. It provides deep insights into corporate insider moves, synchronized filtering across data views, and robust data orchestration.

Methodology & Architecture

1. Data Extraction & Loading

Using Meltano to orchestrate SEC and financial data ingestion into the warehouse.

2. Transformation

Applying dbt models for complex data modeling, role classification, and unified filtering.

3. Orchestration & API

Dagster-orchestrated pipelines surfacing insights through a high-performance FastAPI backend.

4. Visualization

Building a responsive Next.js dashboard for real-time monitoring and analytics.

Technologies Used

Meltano
dbt
Dagster
FastAPI
Next.js

Key Learnings

  • Managing complex data pipelines with Dagster.
  • Optimizing BigQuery for large financial datasets.
  • Designing synchronized filtering systems for multi-view analytics.