Scorpio
Research-Grade AI Tutoring Platform

Scorpio

Turn Physics Struggles Into Breakthroughs

Scorpio is a modern, space-inspired physics learning platform designed to help students and teachers collaborate, assign, and grade assignments with ease.

4-Layer
Constraint System
AI Architecture
Real-time
Sync & Feedback
Live Updates
LaTeX
Math Rendering
Equation Support
Role-Based
Access Control
Security Model
The Challenge

Traditional learning management systems force both groups into rigid workflows that don't reflect the dynamic nature of physics problem-solving

Teachers

Spend hours on logistics instead of actual teaching

Students

Lack real-time feedback during problem-solving

Progress

Requires manual tracking across disconnected tools

Core Features

Built for Modern Education

KaTeX

Mathematical Rendering

Real-time LaTeX rendering with custom math builder

Tailwind + Shadcn

Immersive UI

Multi-layered parallax space background paired with modular beautiful UI

Firestore

Real-time Sync

Optimistic updates and offline support

Firebase

Role-Based Access

Server-side authentication with granular controls

LLM model

Navigation Assistant

Intuitive platform guidance and help powered with a LLM model

Cloud Storage

File Submissions

Student PDF & Image uploads with base64 storage

Zod

Type-Safe Forms

Runtime validation with TypeScript inference

Platform Demonstrations

AI Tutor

Conversational tutor with reasoning.

Hover to pause ยท Use arrows or keyboard to navigate
Workflow

How It Works

For Teachers

Streamlined tools that reduce friction and maximize teaching time

1
Assignment Creation
Rich text editor with integrated math builder and PDF uploads
2
Smart Filtering
Intuitive organization with dropdown controls
3
AI-Assisted Grading
Automated feedback with manual override capabilities
4
Real-Time Analytics
Live dashboards showing submission status and progress
5
Resource Management
Centralized library for course materials and tagging

For Students

Tools that support independent learning and real-time guidance

1
Interactive Assignments
Submit work with LaTeX support and file attachments
2
AI Tutor
Research-grade conversational interface with constraint system
3
Progress Tracking
Clear view of grades and submission history
4
Resource Library
Searchable access to all course materials

Ready to Transform Your Classroom?

Join schools revolutionizing physics education with research-grade AI tutoring