
Worked on the ISE-UET-AutoML/frontend repository, delivering a comprehensive overhaul of the AutoML platform’s user interface and onboarding flows. Over three months, implemented new landing, login, and registration pages, redesigned project and dataset management views, and introduced light and dark theme support using React, Tailwind CSS, and Ant Design. Enhanced frontend stability by resolving merge conflicts, refining build processes, and updating Axios configuration for future API changes. Improved Markdown rendering reliability and ensured consistent theming through CSS variables. The work balanced experimentation with production stability, emphasizing maintainable component architecture, responsive design, and data-driven UX improvements across the application.
Frontend-focused month (2025-10) for ISE-UET-AutoML/frontend delivering two precise changes with clear business impact: improved Markdown rendering reliability and consistent landing page theming. These changes enhance user experience, reduce build issues, and improve maintainability.
Frontend-focused month (2025-10) for ISE-UET-AutoML/frontend delivering two precise changes with clear business impact: improved Markdown rendering reliability and consistent landing page theming. These changes enhance user experience, reduce build issues, and improve maintainability.
September 2025: Frontend focused milestone with a comprehensive UI overhaul, auth/UI enhancements, and stability hardening across ISE-UET-AutoML/frontend. Delivered new landing and login/register UIs, redesigned Projects/Datasets and Project View, added a new Select Instance view, and improved build/workflow flows. Implemented light theme support and data-type icons, refined paging for datasets and projects, and modernized the user experience for faster onboarding. Resolved multiple merge conflicts and errors to stabilize the codebase, and updated the Axios configuration for future API changes. Overall, these changes deliver tangible business value through faster feature delivery, improved UX, and a more scalable frontend architecture.
September 2025: Frontend focused milestone with a comprehensive UI overhaul, auth/UI enhancements, and stability hardening across ISE-UET-AutoML/frontend. Delivered new landing and login/register UIs, redesigned Projects/Datasets and Project View, added a new Select Instance view, and improved build/workflow flows. Implemented light theme support and data-type icons, refined paging for datasets and projects, and modernized the user experience for faster onboarding. Resolved multiple merge conflicts and errors to stabilize the codebase, and updated the Axios configuration for future API changes. Overall, these changes deliver tangible business value through faster feature delivery, improved UX, and a more scalable frontend architecture.
August 2025 monthly summary for ISE-UET-AutoML/frontend focusing on evaluation of a landing page experiment and maintaining production stability. The team launched an initial AutoML landing page overhaul on the frontend to test engagement and onboarding flows, then reverted the change in production to stabilize the main branch while preparing the deployment for future iterations. This cycle balanced experimentation with risk management and set the stage for data-driven UX decisions.
August 2025 monthly summary for ISE-UET-AutoML/frontend focusing on evaluation of a landing page experiment and maintaining production stability. The team launched an initial AutoML landing page overhaul on the frontend to test engagement and onboarding flows, then reverted the change in production to stabilize the main branch while preparing the deployment for future iterations. This cycle balanced experimentation with risk management and set the stage for data-driven UX decisions.

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