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Research-Grade AI Tutoring
Scorpio Logo

Scorpio

Turn Physics Struggles Into Breakthroughs

An AI-powered physics LMS with research-grade tutoring and immersive learning tools designed to foster breakthrough understanding.

4-Layer
Constraint System
Real-time
Sync & Feedback
LaTeX
Math Rendering
Role-Based
Access Control
Teacher Dashboard

Mission Control
For Your Classroom

Scorpio Teacher Dashboard showing assignments and student progress
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

Gemini 2.5 Flash

AI-Powered LLM Tutoring

Research-grade tutoring with 4-layer constraint architecture using advanced LLMs

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 Agent

Navigational AI Agent

Intuitive platform guidance and help powered by a custom LLM

Cloud Storage

File Submissions

Student PDF & Image uploads with base64 storage

Zod

Type-Safe Forms

Runtime validation with TypeScript inference

Platform Demonstrations
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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

Recent Development

Real-time updates from our GitHub repository

View all

Ready to Transform Your Classroom?

Join schools revolutionizing physics education with research-grade AI tutoring