Full Stack Developer
Hobby
React, Clarifai API, Node.js
Problem & Context
To integrate a machine learning API for real-time image processing in a frontend application.
Role & Responsibilities
As a Full Stack Developer, I led the design process entirely—from initial user research and wireframing to high-fidelity prototyping and developer handoff. My focus was on creating a scalable design system and ensuring a seamless user experience.
Research & Insights
To understand user needs, I conducted competitive analysis and user interviews. Key insights revealed that users prioritized speed, clarity, and trust. These findings guided the information architecture and visual hierarchy of the final product.
Design Iterations
The design process involved multiple iterations. Starting with low-fidelity sketches to validate flows, I moved to mid-fidelity wireframes for layout testing. Visual design decisions were driven by accessibility standards and brand identity.
Final Solution & Impact
Used the Clarifai API to analyze images coordinates and overlay bounding boxes on detected faces.
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