About
A powerful data intelligence platform for e-commerce businesses to identify profitable products, analyze market trends, and optimize sales strategies using AI-driven insights and data enrichment solutions.
Challenge, approach, and impact
Data Scraping
Implemented high-efficiency data scraping solutions integrated with Shopify, Meta API and Aliexpress, while providing live access to the most relevant data.
Data Engineering
Built a cost-efficient, scalable data management system using several different databases (PostgreSQL, ElasticSearch, Cassandra) and event/message brokerage systems (Kafka, Redis).
Data Science
Developed AI-powered models for data enrichment, categorization, and prediction, which filter and interpret a raw stream of data to provide insights about sales, refund and advertisement trends.
AI Solutions
Fine-tuned open-source AI models for image recognition and product categorization, improving product trend identification and allowing on-demand usage of a cost-effective solution to provide fast image/video/text search capability.
Web Application
Implemented a lightning quick and easy-to-master, user friendly web application in tandem with Chrome extension for web advertisement and product research, which integrates into Meta and Shopify interfaces while also providing new data for back-end.
Team & Infrastructure
Built a flexible, high-performing and cost-effective team to manage diverse technical challenges, including a dedicated Scrapping and Data Engineering team, DevOps, Back-end and Web development teams, as well as AI and Data Science teams for active research.
SaaS Subscriptions & Billing (Stripe)
Implemented end-to-end subscription billing with Stripe: multiple pricing tiers, trials, upgrades/downgrades, coupons, webhook-driven access control and automated invoicing for paying customers.
Multi-Customer SaaS Platform
Built a SaaS platform serving thousands of e-commerce entrepreneurs and Shopify store owners from a single shared codebase and infrastructure. Each customer has their own account, subscription tier and usage limits, so new customers onboard without per-client rework.
Third-Party Integrations
Built and maintained production integrations with Shopify, Meta Ads API, Stripe and AutoDS, including authentication flows, rate-limit handling, retries and continuous data sync into the core platform.
How we built
Testimonials
Anonymous
Dropship
“Dropship is a powerful data-driven platform that provides comprehensive product research solutions for e-commerce entrepreneurs. With large-scale data scraping, AI-powered insights and data enrichment algorithms, it enables users to identify profitable products, optimize their sales strategies, and maximize revenue for their campaigns.“
Anonymous
Dropship
“Dropship leverages AI, data scraping, and real-time analytics to empower entrepreneurs with actionable insights. The platform integrates with Shopify, Stripe, and other key services, making it a comprehensive ecosystem for e-commerce professionals.“
Team structure
Client team
Dropship
Project stakeholder
Project stakeholder
Dropship
Project stakeholder
Project stakeholder
Dropship
Project stakeholder
Project stakeholder
The client stakeholders at Dropship were working closely with the team at Dataforest
Agency team
8 x Machine Learning Engineer
Production
2 x Business Analytics
Production
2 x Product Manager
Production
6 x Data Engineer
Production
