Live Learning Platform — Jversity / TuitionMaster

I built Jversity as a unified platform — one login for students, one dashboard for instructors, one admin panel for the founder. Every feature the business needed was built into a single application: live classes, recorded courses, interview prep, mock interviews, test management, and the blog.

**Live class module:** Instructors schedule classes from a dashboard and set which batch or course the class belongs to. Students in that batch see the class on their schedule and join with a single click — no Zoom account, no link sharing. Attendance is captured automatically at join. The session is recorded and attached to the class record within minutes of it ending. Students access the recording from the same page they used to join the live session.

**Course and content module:** Instructors upload recorded video content, PDFs, and coding exercises into a structured curriculum builder — sections, modules, prerequisites. Students progress through content sequentially or non-linearly based on how the instructor configures it. Completion percentage is tracked per student, per module. Instructors see a class-level heatmap: which modules every student has completed, which are stuck.

**Interview preparation module:** A curated question bank organised by topic (DSA, System Design, HR, aptitude), difficulty level, and company. Students work through questions in practice mode — no time pressure, hints available — or exam mode with a timer and locked interface. Topic-wise performance history shows each student where they are weak. Instructors can add or edit questions from the admin panel.

**Mock interview system:** Students browse available interviewers (each with their specialisation and rating), see their live availability calendar, and book a 45-minute slot in two clicks. The platform creates the session page, sends both parties a join link, and sets a reminder 10 minutes before. During the session, the interviewer fills a structured feedback rubric — communication, technical depth, problem-solving approach, areas to improve — in a side panel. On session end, the student immediately receives the typed report on their dashboard. The founder's manual coordination is entirely eliminated.

**Test management engine:** Instructors create tests using an MCQ and subjective question builder with per-question marks, negative marking options, time limits, and section grouping. Tests can be assigned to specific batches or made available to all enrolled students. Students take tests in a full-screen locked browser interface. MCQs are auto-graded on submission — students see their score, topic-wise breakdown, and the correct answers with explanations immediately. Subjective answers queue for instructor review. Attempt history and score progression are graphed per student.

**Blog and content hub:** The blog is built into the same platform as the courses. An article about 'System Design interview patterns' can embed a preview of the Interview Prep module with a direct enrolment CTA. Blog articles are indexed by topic and difficulty. Readers who are already enrolled see their progress on any linked course directly in the article page. Blog-to-enrolment conversion is tracked as a first-class metric in the admin analytics panel.

**Student dashboard and progress tracking:** Each student has a home dashboard showing their enrolled courses, upcoming live classes, pending tests, mock interview reports, and a unified activity feed. The dashboard shows exactly where they left off in each course and how many days remain in their access window. Instructors see a parallel view — per-student engagement, last login, content completion, and test scores — without having to query any spreadsheet.

**Payments and access control:** Course purchases, batch enrolments, and mock interview packages are managed through the platform's payment layer. On successful payment, access is granted automatically — no manual activation. Access expiry is tracked per enrolment. Students whose access is about to expire receive automated reminders. Renewal links are pre-populated.