Frontend Architecture — Mental Edge AI Analytics Platform by Asad AhmadFrontend Architecture — Mental Edge AI Analytics Platform by Asad Ahmad

Frontend Architecture — Mental Edge AI Analytics Platform

Asad Ahmad

Asad Ahmad

Led frontend development of a high-performance AI video analysis platform.

Led frontend development for a performance-focused web app, Mental Edge, where I not only developed the UI using React and TailwindCSS but also optimized performance and reviewed code across the team. Implemented advanced React techniques like memoization and lazy loading to reduce re-renders and improve load speed by 25%. Collaborated closely with Django and AI backend engineers to optimize APIs, enhance response times, and ensure seamless frontend-backend integration. Contributed to a clean, scalable codebase and fostered a high standard of technical collaboration.

Key Contributions:

Code Reviews: I regularly reviewed pull requests to ensure code quality, adherence to best practices, and maintainability. This included suggesting improvements for readability, performance, and modularity.
Optimization: Identified performance bottlenecks in API integration and frontend rendering. For example, I optimized React components by using memoization (React.memo) and efficient state management, reducing unnecessary re-renders and improving performance by 20%.
Mentorship: Guided the backend team on integrating APIs seamlessly with the frontend and shared tips on optimizing database queries to ensure faster response times.

Outcome:

My involvement in reviewing code and optimizing solutions ensured a clean and scalable codebase, faster application performance, and better team coordination. It also fostered a culture of learning and collaboration within the team.
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Posted May 29, 2025

Built and optimized the React frontend for a real-time AI platform analyzing facial micro-expressions for coaches, healthcare providers, and business leaders.

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Timeline

May 29, 2023 - Jan 31, 2025

Clients

Mental Edge