E-commerce Revenue-Based Financing System

The E-commerce Revenue-Based Financing System provides revenue-based financing for e-commerce sellers in Turkey. It combines multi-source data collection, forecasting and risk scoring in one platform.

Highlights

• Multi-source ETL and marketplace integrations
• Crawlers for data collection, plus forecasting and risk scoring
• Backend built with Python (FastAPI, Django, Scrapy, Selenium)
• Data and messaging stack with PostgreSQL, MongoDB, Redis, AWS SQS and Celery

The project belongs to the AI Engineering group and is marked as completed. It shows how data pipelines, marketplace connections and risk models can be built together for a financing use case.

AI engineering view

Data from marketplaces and crawlers is ingested, cleaned and fed to the forecasting and risk models. Because risk scores support financing decisions, data quality and traceability mattered as much as the models themselves.