Pratik Sahu
ai.suganta.com
Kaalo AI
One learning workspace that brings popular AI models together for students, teachers, and institutes.
Overview
Kaalo AI gives learners and educators one workspace to interact with multiple AI models for doubt solving, lesson preparation, and side-by-side comparisons—without juggling separate subscriptions.
The backend ties into SuGanta account identity, usage boundaries, and API integrations that broker model requests safely.
Key deliverables
- Built the Kaalo AI workspace so learners can ask in plain language and switch models without separate subscriptions.
- Shaped study, teaching, and institute flows — doubt solving, lesson prep, and side-by-side answers — on the SuGanta account.
Technical challenges
- Rate limiting and fair-use policies per institute and role.
- Keeping prompts and responses scoped to the correct tenant and user.
Outcomes
- Workspace flows for study, teaching, and institute administration on shared SuGanta identity.
- Laravel REST APIs and MySQL persistence for sessions, preferences, and audit-friendly logs.
Technologies
Laravel
PHP
REST APIs
MySQL
Explore related skills in the skills directory or read engineering notes on the blog.
Frequently asked questions
What is Kaalo AI?
Kaalo AI at ai.suganta.com is an education-focused workspace that brings multiple AI models into one interface for students, teachers, and institutes on SuGanta.