The latest articles on DEV Community by Piyush Aggarwal (@piyush_aggarwal_09). https://dev.to/piyush_aggarwal_09 https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3956305%2F5a11ddeb-d5ce-451a-b483-daff7c5d67df.png https://dev.to/piyush_aggarwal_09 en Piyush Aggarwal Thu, 04 Jun 2026 03:46:20 +0000 https://dev.to/piyush_aggarwal_09/from-side-project-to-enterprise-assessment-platform-how-i-finished-aptora-using-github-copilot-450 https://dev.to/piyush_aggarwal_09/from-side-project-to-enterprise-assessment-platform-how-i-finished-aptora-using-github-copilot-450 <p><em>This is a submission for the GitHub Finish-Up-A-Thon Challenge</em></p> <h1> From Side Project to Enterprise Assessment Platform: How I Finished Aptora Using GitHub Copilot </h1> <h2> What I Built </h2> <p>Aptora is a complete online assessment, examination, and hiring platform designed for educational institutions, training organizations, and enterprises.</p> <p>The platform enables organizations to create assessments, monitor candidates, evaluate submissions automatically, generate reports, and manage the entire testing lifecycle from a single dashboard.</p> <p>When I first started Aptora, it was only a partially completed idea. Basic authentication and a few assessment-related features existed, but the platform was far from production-ready. During the GitHub Finish-Up-A-Thon, I revisited the project and transformed it into a fully functional platform with multiple user roles, automated workflows, and enterprise-focused features.</p> <p>Today, Aptora supports:</p> <ul> <li>Candidate Portal</li> <li>Administrator Portal</li> <li>Super Admin Portal</li> <li>Online Test Creation</li> <li>Question Management</li> <li>Automated Evaluation</li> <li>Live Monitoring</li> <li>Result Analytics</li> <li>PDF Report Generation</li> <li>Email Automation</li> <li>Secure Authentication</li> <li>Role-Based Access Control</li> </ul> <h2> Demo </h2> <p>GitHub Repository:<br> </p> <div class="ltag-github-readme-tag"> <div class="readme-overview"> <h2> <img src="https://assets.dev.to/assets/github-logo-5a155e1f9a670af7944dd5e12375bc76ed542ea80224905ecaf878b9157cdefc.svg" alt="GitHub logo"> <a href="https://github.com/piyush-0930" rel="noopener noreferrer"> piyush-0930 </a> / <a href="https://github.com/piyush-0930/VeloShift-Careers" rel="noopener noreferrer"> VeloShift-Careers </a> </h2> <h3> </h3> </div> <div class="ltag-github-body"> <div id="readme" class="md"> <p>This is a <a href="https://nextjs.org" rel="nofollow noopener noreferrer">Next.js</a> project bootstrapped with <a href="https://github.com/vercel/next.js/tree/canary/packages/create-next-app" rel="noopener noreferrer"><code>create-next-app</code></a>.</p> <div class="markdown-heading"> <h2 class="heading-element">Getting Started</h2> </div> <p>First, run the development server:</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto js-code-highlight"> <pre>npm run dev <span class="pl-c"><span class="pl-c">#</span> or</span> yarn dev <span class="pl-c"><span class="pl-c">#</span> or</span> pnpm dev <span class="pl-c"><span class="pl-c">#</span> or</span> bun dev</pre> </div> <p>Open <a href="http://localhost:3000" rel="nofollow noopener noreferrer">http://localhost:3000</a> with your browser to see the result.</p> <p>You can start editing the page by modifying <code>app/page.js</code>. The page auto-updates as you edit the file.</p> <p>This project uses <a href="https://nextjs.org/docs/app/building-your-application/optimizing/fonts" rel="nofollow noopener noreferrer"><code>next/font</code></a> to automatically optimize and load <a href="https://vercel.com/font" rel="nofollow noopener noreferrer">Geist</a>, a new font family for Vercel.</p> <div class="markdown-heading"> <h2 class="heading-element">Learn More</h2> </div> <p>To learn more about Next.js, take a look at the following resources:</p> <ul> <li> <a href="https://nextjs.org/docs" rel="nofollow noopener noreferrer">Next.js Documentation</a> - learn about Next.js features and API.</li> <li> <a href="https://nextjs.org/learn" rel="nofollow noopener noreferrer">Learn Next.js</a> - an interactive Next.js tutorial.</li> </ul> <p>You can check out <a href="https://github.com/vercel/next.js" rel="noopener noreferrer">the Next.js GitHub repository</a> - your feedback and contributions are welcome!</p> <div class="markdown-heading"> <h2 class="heading-element">Deploy on Vercel</h2> </div> <p>The easiest way to deploy your Next.js app is to use the <a href="https://vercel.com/new?utm_medium=default-template&amp;filter=next.js&amp;utm_source=create-next-app&amp;utm_campaign=create-next-app-readme" rel="nofollow noopener noreferrer">Vercel Platform</a> from the creators of Next.js.</p> <p>Check out our <a href="https://nextjs.org/docs/app/building-your-application/deploying" rel="nofollow noopener noreferrer">Next.js deployment documentation</a> for more…</p> </div> </div> <div class="gh-btn-container"><a class="gh-btn" href="https://github.com/piyush-0930/VeloShift-Careers" rel="noopener noreferrer">View on GitHub</a></div> </div> <p>Screenshots:</p> <ul> <li>Register/Login <img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fj0uvqi5id0pp0h1fxzzh.png" alt=" " width="800" height="424"> </li> <li>Dashboard</li> </ul> <p><a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F4qt4i7q8k9hpa74v0wdz.png" class="article-body-image-wrapper"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F4qt4i7q8k9hpa74v0wdz.png" alt=" " width="799" height="394"></a></p> <ul> <li>Candidate Management</li> </ul> <p><a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Filjwzyww8w6m8s5bwik5.png" class="article-body-image-wrapper"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Filjwzyww8w6m8s5bwik5.png" alt=" " width="800" height="424"></a></p> <ul> <li>Candidate Assessment Interface</li> </ul> <p><a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F6rj0xrblxtr85w6u7vgf.png" class="article-body-image-wrapper"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F6rj0xrblxtr85w6u7vgf.png" alt=" " width="800" height="423"></a></p> <ul> <li>Live Monitoring Panel</li> </ul> <p><a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F8fouqwhnr90ixisyyki3.png" class="article-body-image-wrapper"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F8fouqwhnr90ixisyyki3.png" alt=" " width="799" height="422"></a></p> <ul> <li>Results &amp; Analytics</li> <li>PDF Reports</li> </ul> <h2> The Comeback Story </h2> <p>Aptora started as a simple assessment platform but remained unfinished for a long time.</p> <h3> Before </h3> <p>The project had:</p> <ul> <li>Basic project structure</li> <li>Incomplete authentication</li> <li>Limited assessment functionality</li> <li>Missing administrative controls</li> <li>No reporting system</li> <li>No automation workflows</li> <li>Incomplete user experience</li> </ul> <h3> What I Added </h3> <p>To finish the platform, I implemented:</p> <ul> <li>Complete role-based architecture</li> <li>Candidate management workflows</li> <li>Test creation and administration system</li> <li>Automated evaluation engine</li> <li>Result processing pipelines</li> <li>PDF report generation</li> <li>Email notification automation</li> <li>Dashboard analytics</li> <li>Live monitoring functionality</li> <li>Improved UI and responsiveness</li> <li>Security and validation enhancements</li> </ul> <h3> Biggest Challenge </h3> <p>The most difficult part was connecting all modules into a seamless workflow. Building isolated features is relatively straightforward, but ensuring tests, results, reporting, notifications, and user permissions work together required significant planning and refinement.</p> <h2> My Experience with GitHub Copilot </h2> <p>GitHub Copilot played a significant role throughout the finishing process.</p> <p>I used Copilot for:</p> <ul> <li>Generating boilerplate code</li> <li>Creating API endpoints</li> <li>Writing database queries</li> <li>Building role-based access controls</li> <li>Refactoring large components</li> <li>Debugging issues</li> <li>Generating validation logic</li> <li>Accelerating report generation features</li> </ul> <p>One of the biggest advantages was speed. Instead of spending time writing repetitive code, I could focus on product design, architecture, and user experience.</p> <p>Copilot was especially helpful when implementing complex administrative workflows and connecting frontend interfaces with backend services.</p> <p>Rather than replacing development work, it amplified productivity and helped me bring the project to completion much faster.</p> <h2> What’s Next? </h2> <p>My vision for Aptora is to evolve it into a complete enterprise assessment ecosystem.</p> <p>Future plans include:</p> <ul> <li>AI-powered candidate evaluation</li> <li>Advanced proctoring</li> <li>Interview scheduling</li> <li>Recruitment workflow automation</li> <li>Question generation using AI</li> <li>Multi-tenant organization support</li> <li>Enterprise analytics</li> </ul> <p>This challenge gave me the motivation to finally finish a project that had been sitting unfinished for months. Seeing Aptora evolve into a complete platform has been one of the most rewarding experiences of my development journey.</p> devchallenge githubchallenge