Generative AI Expert for E-Commerce Product Categorization
Budget: $30 – $250 USD
Description:
We are seeking an experienced Freelancer to assist with categorizing 48,000 products for our e-commerce website using Generative AI. The task involves training an AI model to understand our predefined category structure and then applying it to assign accurate categories to all products.
Key Responsibilities:
- Review our documented category structure (provided in JSON/CSV format) and rules for product categorization (e.g., based on product name, description, price, etc.).
- Prepare and clean our product dataset (48,000 items, including name, description, price, and metadata).
- Select and configure a Generative AI model (e.g., Grok 3 via xAI API, GPT-4, or open-source models like Llama) for the task.
- Develop a prompt or fine-tune the model to learn our category structure, using provided examples and rules.
- Write a Python script to automate the categorization process, processing products in batches via API or local model.
- Validate the results by sampling and correcting misclassifications, iterating to achieve at least 90% accuracy.
- Export categorized data in a format compatible with our e-commerce platform (e.g., CSV for Shopify/WooCommerce).
- Provide documentation and a reusable script/prompt for categorizing future products.
Requirements:
- Proven experience with Generative AI models (e.g., GPT, Llama, Grok) and API integration (e.g., xAI, OpenAI).
- Strong Python programming skills, including data processing with pandas and API automation.
- Familiarity with e-commerce product categorization and taxonomy design.
- Experience cleaning and handling large datasets (10,000+ records).
- Ability to test and refine AI outputs to ensure high accuracy.
- Excellent communication skills and ability to deliver within deadlines.
Preferred:
- Experience with xAIâs Grok 3 API or similar scalable AI solutions.
- Knowledge of e-commerce platforms like Shopify, WooCommerce, or Magento.
- Experience with parallel processing or cloud tools (e.g., AWS Lambda) for faster data processing.
Project Details:
- Dataset: 48,000 products (CSV/JSON format).
- Timeline: 2-3 weeks.
- Budget: Please provide your bid with a breakdown of hours and rates.
- Deliverables: Categorized product dataset, Python script, documentation, and validation report.
To Apply:
Please submit your proposal with:
- Relevant experience and past AI/data projects.
- Your approach to this project (e.g., model choice, process outline).
- Estimated timeline and cost.
- Any questions about the project scope.
We look forward to working with a skilled professional to streamline our product categorization!
Contact:
For clarifications, message us through Freelancer.com.
We are seeking an experienced Freelancer to assist with categorizing 48,000 products for our e-commerce website using Generative AI. The task involves training an AI model to understand our predefined category structure and then applying it to assign accurate categories to all products.
Key Responsibilities:
- Review our documented category structure (provided in JSON/CSV format) and rules for product categorization (e.g., based on product name, description, price, etc.).
- Prepare and clean our product dataset (48,000 items, including name, description, price, and metadata).
- Select and configure a Generative AI model (e.g., Grok 3 via xAI API, GPT-4, or open-source models like Llama) for the task.
- Develop a prompt or fine-tune the model to learn our category structure, using provided examples and rules.
- Write a Python script to automate the categorization process, processing products in batches via API or local model.
- Validate the results by sampling and correcting misclassifications, iterating to achieve at least 90% accuracy.
- Export categorized data in a format compatible with our e-commerce platform (e.g., CSV for Shopify/WooCommerce).
- Provide documentation and a reusable script/prompt for categorizing future products.
Requirements:
- Proven experience with Generative AI models (e.g., GPT, Llama, Grok) and API integration (e.g., xAI, OpenAI).
- Strong Python programming skills, including data processing with pandas and API automation.
- Familiarity with e-commerce product categorization and taxonomy design.
- Experience cleaning and handling large datasets (10,000+ records).
- Ability to test and refine AI outputs to ensure high accuracy.
- Excellent communication skills and ability to deliver within deadlines.
Preferred:
- Experience with xAIâs Grok 3 API or similar scalable AI solutions.
- Knowledge of e-commerce platforms like Shopify, WooCommerce, or Magento.
- Experience with parallel processing or cloud tools (e.g., AWS Lambda) for faster data processing.
Project Details:
- Dataset: 48,000 products (CSV/JSON format).
- Timeline: 2-3 weeks.
- Budget: Please provide your bid with a breakdown of hours and rates.
- Deliverables: Categorized product dataset, Python script, documentation, and validation report.
To Apply:
Please submit your proposal with:
- Relevant experience and past AI/data projects.
- Your approach to this project (e.g., model choice, process outline).
- Estimated timeline and cost.
- Any questions about the project scope.
We look forward to working with a skilled professional to streamline our product categorization!
Contact:
For clarifications, message us through Freelancer.com.