Brake Rotor Compatibility & Warehouse Optimization

This project enables: Data-driven warehouse organization Reduced picking time Faster kit assembly during shipping Better alignment between catalog structure and physical inventory Improved order fulfillment efficiency

Color Standardization Pipeline for E-commerce Product Images

This project transforms a subjective visual problem — inconsistent product image colors — into a quantifiable, automated, and scalable computer vision system. This is not just image correction — it is operational automation powered by statistical modeling.

MMY Builder for Marketplace Listings

Automates MMY (Make/Model/Year) generation and replaces the [MMY] placeholder in marketplace listing templates to speed up product launch readiness across channels. This automation turned a workflow that used to take ~6 days to complete into a process that runs in ~5 minutes.

Business Rules Compliance & Data Integrity Audit for Multi-Channel Listings

This project validates already-built product titles and bullet points against: Business Rules Templates and NetSuite Saved Search. It ensures that marketplace listings (Amazon, eBay, Walmart, Webstore, Google) strictly follow predefined templates.

Amazon Variation Builder

A Python automation tool that generates Amazon parent/child variation feeds for automotive parts, bridging data from Amazon Seller Central and NetSuite ERP into a ready-to-upload variation file.

Turnover

Employee turnover is a significant challenge for companies. Every time an employee leaves, the organization incurs costs and time delays related to new interviews and the training of replacements. Additionally, productivity in the affected department often suffers due to this turnover.

User Reactions to ChatGPT and ChatGPT4 Release - A Revolution Appears to Be on the Horizon

The purpose of this study is to dissect the sentiments expressed in two sets of tweets: those from the ChatGPT launch and those from ChatGPT4 update. By providing a comprehensive evaluation of ChatGPT's current impression, our report can help influence public discourse and guide its future growth.