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FreeFuse
Woodland Hills, California, United States
Mike Liu
CEO
(1)
4
Project
Academic experience
525 hours of work total
Learner
Anywhere
Advanced level

Project scope

Categories
Product management Data modelling Supply chain optimization Operations Artificial intelligence
Skills
generative artificial intelligence user research behavioral analytics preparing executive summaries chatgpt procurement auditing artificial intelligence supplier identification and selection
Details

FreeFuse is exploring how the choices users make within interactive content can reflect deeper preferences, risk tolerances, or learning gaps—which could also inform procurement or partnership decisions.


In this project, students will design a procurement decision model that uses:

  • User behavior data from FreeFuse content to infer buyer intent or partner alignment
  • Generative AI tools (like ChatGPT or Claude) to simulate decision trade-offs (cost vs. risk, speed vs. quality)
  • Scoring frameworks to evaluate which supplier or vendor path makes the most sense


The final system should help recommend vendor or fulfillment options based on soft signals (user decisions), AI-driven inference, and traditional procurement factors.

Deliverables

Procurement Decision Model – logic tree or AI-enhanced flow that recommends supplier/partner paths based on strategic criteria


Content-Driven Decision Input Map – how interactive choices from FreeFuse content (e.g., "choose lean vs. agile delivery") translate into procurement needs


Generative AI Prompt System – tested prompts or template for vendor evaluation and scoring


Scenario Presentation – simulate 2–3 content pathways leading to different procurement recommendations, with AI-generated justifications


Executive Summary – one-page brief explaining use case and how FreeFuse could use this to inform partnerships, audits, or product sourcing

Mentorship
Domain expertise and knowledge

Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.

Skills, knowledge and expertise

Sharing knowledge in specific technical skills, techniques, methodologies required for the project.

Hands-on support

Direct involvement in project tasks, offering guidance, and demonstrating techniques.

Tools and/or resources

Providing access to necessary tools, software, and resources required for project completion.

Regular meetings

Scheduled check-ins to discuss progress, address challenges, and provide feedback.

Supported causes

The global challenges this project addresses, aligning with the United Nations Sustainable Development Goals (SDGs). Learn more about all 17 SDGs here.

Decent work and economic growth

About the company

Company
Woodland Hills, California, United States
11 - 50 employees
Technology, Education, Marketing & advertising, It & computing, Media & production
Representation
Minority-Owned Women-Owned Neurodivergent-Owned Community-Focused

FreeFuse aims to address the problem of low engagement, conversions, brand recognition, and brand loyalty by focusing on delivering personalized, engaging, and relevant digital experiences for users.