Inspiration Traditional e-commerce has remained largely unchanged for decades: users search, scroll endlessly, compare manually, and still often leave without finding what truly fits them. As a software engineer working at the intersection of AI and commerce, I noticed a growing gap between the intelligence of modern systems and the static nature of online shopping experiences.
GldCart was inspired by a simple question: What if e-commerce platforms understood people, not just products? Rather than forcing users to adapt to rigid interfaces, I wanted to build a system where the storefront adapts to the user their intent, preferences, values, and real-time context.
What GldCart Does
GldCart is an AI-powered commerce platform that replaces traditional search-and-scroll shopping with intelligent, personalized storefronts. Instead of relying on keyword searches, the platform utilizes AI to infer user intent and dynamically curate product experiences in real-time.
The system is designed to: Understand user behavior and context Personalize storefront layouts and recommendations Reduce friction in discovery and decision-making Enable businesses to move from guess-based marketing to data-driven, adaptive commerce
This shifts e-commerce from static listings to a responsive, human-centered experience.
How I Built It The GldCart prototype was built as an AI-first system, combining: Machine learning–driven personalization logic Behavioral and preference modeling Modular backend architecture to support adaptive storefronts A scalable design approach that allows continuous learning as users interact
The focus was not only on technical implementation, but on building a foundation that can evolve with real-world data and business use cases.
Challenges and Learnings
One of the primary challenges was designing AI logic that strikes a balance between personalization, transparency, and scalability. Building intelligent systems for commerce requires careful consideration of user trust, explainability, and the responsible use of AI.
Through this project, I learned how to translate abstract AI concepts into practical, business-ready solutions, bridging the gap between advanced technology and real economic impact.
Impact and Vision
GldCart represents a shift toward intelligent commerce where AI works with users rather than around them. The long-term vision is to enable businesses of all sizes to deliver deeply personalized shopping experiences without complex infrastructure or guesswork.
This project reflects my broader work in AI-driven systems that prioritize human understanding, adaptability, and meaningful innovation.
Built With
- apis
- cloud-hosted
- firebase
- javascript
- machine-learning
- next.js
- node.js
- typescript
- vercel
Log in or sign up for Devpost to join the conversation.