Interactive Web Vulnerability Reporting and Visualization Console

Added Jun 2025 3 design docs

Security findings often die in PDF reports that developers never read; vulnerabilities get fixed when they are visible, explorable, and clearly explained. This project builds the frontend that makes that happen: an interactive console for analyzing and visualizing web application vulnerabilities. The intern builds the tool with Next.js and TypeScript, styled with Tailwind CSS over semantic HTML and modern CSS. Scan results render as interactive reports where each finding can be drilled into for severity, affected routes, and remediation guidance, while visualizations aggregate vulnerabilities by category and trend so teams see their overall exposure at a glance. Redux Toolkit manages the state of filters, report views, and analysis sessions, and advanced React patterns keep the interface modular as reporting features grow. The project sits at the intersection of frontend craft and security literacy: the intern must present technically dense findings so both engineers and managers can act on them. Completing it demonstrates data-heavy interface design, disciplined state architecture, and enough security domain fluency to build tools for practitioners, a distinctive combination for a portfolio.

Related projects

Role-Based Authentication and Session Management Portal

Authentication is the front door of every web application, and it is where real products most often fail: weak password storage, broken session handling, and missing authorization checks are perennial causes of breaches. This project has the intern build that front door properly, as a complete, security-first authentication system rather than a bolted-on afterthought. The intern implements user registration and login on an Express and Node.js backend with MongoDB, hashing passwords with a modern algorithm and issuing JWT-based sessions that the frontend consumes safely. Role-based access control distinguishes ordinary users from administrators, protecting sensitive routes on both the API and the Next.js, React, and TypeScript frontend, which provides polished, Tailwind-styled flows for sign-up, sign-in, and account management. The project emphasizes the details that separate secure systems from vulnerable ones: token expiry and refresh, input validation, and defense against common attacks on auth endpoints. Completing it gives the intern a working reference implementation of web security best practices and the ability to explain, concretely, how modern applications keep user identity and sessions safe.

securitytechnologyexpressfullstack+6

View project

Medium

Decision Tree Survival Modeling App With Interactive Pruning Controls

Decision trees are the most explainable models in machine learning, which makes them ideal for teaching — but only if learners can actually see the tree and watch it change. This project builds a web application around that idea using the classic Titanic passenger dataset, where every split has an interpretable story. The intern develops a Flask backend that trains a decision tree classifier with scikit-learn to predict passenger survival, served through a frontend built with HTML, CSS, and JavaScript. Users view a rendered visualization of the fitted tree, adjust pruning parameters such as maximum depth and minimum samples per split, and watch the tree restructure and its predictions change in real time — a direct demonstration of the overfitting-versus-generalization trade-off. Jupyter notebooks accompany the app to document data preparation and experimentation, and per-passenger predictions let users test scenarios interactively. The intern learns how tree construction, overfitting, and pruning interact — knowledge made durable by manipulating it directly — while gaining full-stack experience: serving a model with Flask, wiring a JavaScript frontend to a Python API, and packaging an educational tool others can learn from.

educationcssdata-science+7

View project

Medium

Sales and Revenue Intelligence Dashboard for Growing Businesses

Small and mid-sized companies collect sales, revenue, and customer data across spreadsheets and disconnected tools, leaving decision-makers without a single trustworthy view of how the business is performing. This project builds that missing view: a business intelligence dashboard where teams log in and immediately see the metrics that matter. The intern develops a FastAPI backend that aggregates raw sales, revenue, and customer records stored in MySQL and exposes clean analytics endpoints, then builds a Next.js and React frontend in TypeScript that turns those endpoints into interactive charts and filterable views styled with Tailwind CSS. Secure authentication and role-based access ensure an analyst, a manager, and an administrator each see the data appropriate to their role, and the dashboard updates as new records flow in. The project exercises the full stack in a realistic business context: designing aggregation queries, structuring REST APIs, managing typed frontend state, and presenting data visually so non-technical users can act on it. Completing it demonstrates the intern can deliver a secure, data-driven product from database schema to polished interface.

businesstechnologyfastapifullstack+5

View project