Visual Review Analytics
At a Glance
Problem
Manual review processes were slow, error-prone, and lacked visual insights. This made it hard for stakeholders to make confident decisions.
Approach
Ran a competitive scan of sentiment platforms to gather ideas and shape a focused, user-driven feature set.
Sketched data-forward wireframes and used quick feedback loops to sharpen clarity, layout, and flow.
Developed
Built the front-end with React and Chart.js, integrating NLP libraries for automated, real-time sentiment scoring.
Overview
Visual Review Analytics (VRA) was a final-year project built to improve how teams review and act on user sentiment. Inspired by tools like MixPanel and Appbot, the goal was to simplify insights and support faster, smarter decisions.
As the lead front-end developer, I built a responsive interface using React.js, Material UI, and Chart.js, turning NLP outputs into clean, visual feedback.
With tight timelines, I focused on clarity and structure. This project became my first step toward designing with purpose—balancing usability with developer efficiency.
Role
UX Designer & Frontend Developer (Team of 3)
Duration
10 Weeks
Tools
Figma
VS Code
React js
MAterial UI
Framing the Challenge
Manual review was slow, error-prone, and hard to visualize. Stakeholders found it difficult to extract clear insights. We set out to build an automated tool that could surface sentiment trends quickly and present feedback in a clearer, more actionable way.
What We Built
A quick walkthrough of Visual Review Analytics built with React, Material UI, and Chart.js. Designed to surface insights faster with a clear structure and intuitive flow.
The final UI simplified sentiment data that aimed to make it easier for teams to act on user feedback in real time.
Wireframes & Sketches
From Code to Clarity
Chart.js helped me present insights in ways that made sense at a glance.
Material UI made it easier to develop quickly while keeping the design cohesive.
Interactive dashboards guided users to faster, more confident choices.
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