// Case Studies

Case Studies & Project Examples

Anonymized examples of automation and software systems ThinkGenius has built — focused on the operational problem solved and the architecture used to solve it.

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Client names and identifying details are anonymized. Architecture summaries and outcomes are accurate.

Featured Case Study

High-Volume Retail Purchasing & Fulfillment Automation Platform

A production-grade platform combining a high-throughput purchasing engine, real-time catalog monitoring, multi-carrier shipment tracking (FedEx, UPS, DoorDash, Roadie), automated email intelligence, customer-service chat automation with AI-assisted responses, warehouse capture tools, dynamic proxy and queueing infrastructure, and a purpose-built operator desktop interface — all coordinated across dozens of servers from a single unified data model.

Stack: Python · headless browser automation · PySide6 · MySQL · IMAP & Gmail API · carrier APIs · GPT-4o · mobile & dedicated proxies · multi-server orchestration

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E-Commerce

High-Volume E-Commerce Automation System

Built a high-throughput purchasing and monitoring system for a retail operation handling time-sensitive inventory opportunities. Combined real-time monitoring, event-driven actions, queueing, and reporting into a single operational pipeline that runs 24/7.

Stack: Python · MySQL · queues · scheduled workers · API integrations

Logistics

Shipping Carrier Integration & Tracking Workflow

Designed a shipping integration layer that ingested events from multiple carriers, normalized them into a single tracking model, and reconciled delivery status against internal order records. Eliminated daily manual reconciliation work and improved fulfillment visibility.

Stack: Python · carrier APIs · webhook handlers · MySQL

Warehouse

Warehouse Scan Capture & Data Reconciliation

Built a warehouse-side capture system that processed package scans, parsed label data, and reconciled scans against inbound shipment records. Surfaced exceptions in real time and reduced manual auditing time significantly.

Stack: PHP · MySQL · custom parsing · operations dashboard

Data

Large-Scale Scraping & Product Intelligence Pipeline

Designed and built a scraping and data-processing pipeline that collected product, pricing, and listing data at scale, normalized it into a queryable dataset, and fed downstream reporting and decision systems.

Stack: Python · headless browsers · MySQL · scheduled workers

Support

Customer Support Chat Workflow Automation

Built chat automation that handled repetitive support tasks, routed conversations based on keywords and actions, and surfaced escalations to human agents only when needed. Cut response times and freed up support hours.

Stack: JavaScript · webhook routing · chat-platform APIs

Operations

Internal Dashboard & Operations Tooling

Developed a centralized internal dashboard that pulled data from multiple operational systems, surfaced key metrics, and gave operators direct controls over common actions. Replaced a patchwork of spreadsheets and one-off scripts.

Stack: PHP · MySQL · JavaScript · internal APIs

Common Threads

Across every project: a real operational problem, a clear architecture designed around how the business actually works, and a focus on systems that keep running reliably after handoff. The goal isn't a clever demo — it's software that earns its place in daily operations.

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