Wiz
What should westudytoday?
Your Socratic tutor — I guide, you think, you learn.
AI-powered study companion

Study smarter,
not harder.

Turn notes into flashcards, quizzes, and guided Socratic tutoring. QwizWiz is built around active recall, adaptive review, and source-grounded explanations — not passive answer-copying.

01
Smart Flashcards
Build custom decks or load presets. Flip animations, progress tracking, AI-powered import from your own notes.
02
AI Quiz Generator
Type any topic. Get a custom multiple-choice quiz generated by AI in seconds. Any subject, any difficulty.
03
Socratic Tutor
Wiz guides you to answers through questions — not just hands them over. You'll actually remember what you learn.
Operating Systems
Cybersecurity
Data Structures
World History
Biology
Calculus
Computer Science
Economics
Chemistry
Psychology
Literature
Physics
Operating Systems
Cybersecurity
Data Structures
World History
Biology
Calculus
Computer Science
Economics
Chemistry
Psychology
Literature
Physics
Why QwizWiz exists
AI should make you think harder, not skip the work.
Most AI tools are answer machines. QwizWiz is designed as a learning system: it extracts concepts from notes, turns them into retrieval practice, guides students through Socratic questioning, and tracks what still needs work.
1. Input real materialPaste class notes, textbook excerpts, or a topic. The system identifies concepts and creates source-linked study prompts.
2. Practice activelyFlashcards and quizzes force retrieval instead of rereading. Missed material gets prioritized in review.
3. Learn with guidanceWiz asks follow-up questions and gives hints before explanations, keeping the student involved.
Adaptive review
Weak cards move forward
Cards marked wrong are automatically moved earlier in the review queue so the deck adapts to performance instead of treating every card equally.
Source grounded
Answers tied to notes
The Notes Lab surfaces short source snippets next to extracted concepts, which makes generated study material more trustworthy and easier to verify.
Built for evidence
Feedback and impact ready
The site now includes usage/feedback tracking panels so QwizWiz can be presented as a tested project, not just a polished mockup.
ST
Simon Torres
Computer Science & Cybersecurity · Manhattanville College

Hey, I'm Simon. First-year CS student with a deep interest in cybersecurity. I learn best by building things and figuring out how they work.

QwizWiz started as a personal experiment. I wanted a study tool that actually teaches instead of just showing you answers. Something that makes the process less painful. That's what this is.

Still a work in progress. Hope you find it useful.

Computer Science Cybersecurity Operating Systems C / pthreads Manhattanville '29
3.8
College GPA
30
Total credits
AP
Scholar Award
Flashcards
Build a deck, load a preset, or let AI generate one from your notes.
Preset decks
💻
OS Concepts
6 cards
🌲
Data Structures
6 cards
🌐
Networking
5 cards
🔒
Cybersecurity
5 cards
No cards yet
Load a preset, add cards, or use AI import
Quiz
AI generates questions on any topic instantly.
Notes Lab
Paste notes and convert them into concepts, flashcards, a quiz seed, and a Socratic tutoring prompt.
Your extracted concepts, source snippets, and study actions will appear here.
Socratic learning flow
Wiz is structured around thinking before answers.
AttemptStudent explains what they know first.
HintWiz gives one useful nudge.
CheckStudent responds again.
ExplainWiz fills the exact gap.
Mini-testOne quick question verifies learning.
Public demos
Finished sample flows that make the project understandable in seconds.
✦ Product walkthrough

See how QwizWiz works

A quick guided overview built into the page. No popups, no blur, no wall of information — just the main study flows explained clearly.

Active recall workflow
Step 1
Smart Flashcards
Build or import a deck, flip cards, and review weak topics with an adaptive study flow.
1 / 4
💻

Operating Systems

Threads, semaphores, deadlocks, scheduling, and memory concepts loaded as a full study deck.

🔒

Cybersecurity

Threat models, CIA triad, SQL injection, authentication, and secure design vocabulary.

🌎

Global Studies

A humanities-style demo showing that QwizWiz can support reading-heavy classes, not only STEM.

Impact tracker
A clean place to show real usage and testing numbers as the project grows.
Early project metrics
Replace these with real numbers as soon as students test it.
0Study sessions
0Cards reviewed
0Quizzes generated
0Feedback notes
Technical build
A technical overview that makes QwizWiz read like a real CS project, not just a landing page.

Study-material pipeline

Notes are parsed into key concepts, source snippets, flashcards, quiz seeds, and a Socratic tutoring prompt. The point is to turn messy material into active retrieval practice.

Adaptive review logic

Flashcards track correct/incorrect performance. Missed cards are moved forward in the queue, creating a lightweight adaptive review loop without requiring user accounts.

Prompt architecture

Wiz uses a structured tutor role: ask before answering, give one hint at a time, check understanding, then explain only after the student attempts the problem.

Reliability approach

Generated concepts include source snippets from the pasted notes so students can verify where the study material came from.

Security & privacy
Especially important because this project involves student-uploaded study material.
No public note sharingStudent notes are treated as private study material. The interface does not expose shared class dashboards or public note feeds.
Local-first project trackingImpact and feedback tracking uses local storage in this prototype, avoiding unnecessary personal-data collection.
API-key separationThe AI call is routed through a worker endpoint instead of exposing a model key directly in the frontend.
Input safety awarenessThe project is designed with basic input validation, no raw HTML rendering from users, and future room for rate limiting and abuse controls.
AI Tutor
Wiz asks. You think. You learn.
W

Meet Wiz — your Socratic tutor

Powered by Gemini AI. Wiz guides you to answers through questions instead of just handing them over.

W
Hey! I'm Wiz. I won't just hand you answers because honestly you won't remember them. Tell me what you're studying and let's actually work through it. What's on your mind?
Operating Systems
Threads & Sync
Data Structures
Exam prep
Cybersecurity