Koloden
Client Delivery

Koloden

NLP & Machine Learning / Marketplace Compliance

E-commerce / Intellectual Property Protection

Overview

Koloden is an intellectual property protection platform for online sellers on marketplaces such as Amazon, Walmart, and eBay. Brand owners and resellers use Koloden to scan product listings for trademark and copyright infringement before listings go live. The platform combines NLP semantic search, machine learning classification, and visual similarity detection across a database of more than six million product records.

Project Highlights

  • NLP semantic search (scikit-learn)
  • Visual similarity detection via Visenze API
  • Laravel platform with marketplace API integrations

APPROACH & SOLUTION

Deployed ML algorithms to flag duplicate product names, descriptions, and images against proprietary trademark databases, giving sellers actionable reports before account strikes or legal action

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Client Delivery
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Client Delivery
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Client Delivery

Project Context

E-commerce / Intellectual Property Protection. Live project: https://www.koloden.com/

Achieving high accuracy at scale when matching unstructured listing text and images against massive reference databases

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