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Built a SaaS platform that uses AI to generate educational courses from expert interviews.
Telegram bot conducts structured interviews, AI (GPT-4 / Claude) analyzes responses and generates complete curricula with lessons, quizzes, and video scripts.
Key features:
• Multi-tenant LMS for multiple organizations with custom branding
• AI interview system (Telegram bot + web chat)
• Course generation pipeline: interview → analysis → curriculum → content
• SCORM 1.2 export for Moodle, iSpring, GetCourse
• Student portal with progress tracking and gamification
• Admin panel (React + TypeScript), 30+ pages
• Bitrix24 integration (user sync, notifications)
• 70+ REST API endpoints, Docker + monitoring
Stack: Python, FastAPI, React, TypeScript, PostgreSQL, Redis, Docker, OpenAI API, Claude API, aiogram 3
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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• The goal was not to make it fancy.
It was to make the search useful. Students need quick means to find a conversation without distracting their learning.
• For this MVP, I focused on simplicity.
Clean interface, clear message hierarchy, and minimal friction to start a conversation. No unnecessary features yet, just the core interaction working properly.
• I paid attention to the small details.
Input behaviour, timestamps, empty states, and how responses appear. Chat is less about visuals and more about flow and timing.
• What worked?
The interaction feels direct and distraction-free.
• What’s next?
Exploring message states, smart prompts, and possibly structured replies once we validate usage.
It’s still early, but direction > perfection.
Chat design experiences, what do you prioritize first:
Speed, Clarity, or Engagement?
Love this approach 👌 Simplicity is so underrated in MVPs. What was the hardest part to simplify?
SaaS website design.
How much would you rate out of 10?
Webflow DevelopmentFramer Website DevelopmentFramer Website DesignFramerWebflowFigmasaassaaswebsiteaiwebsitedesign
Good Layout
Today, I worked on this motion design for a make up Saas product given to me by ChatGpt, the whole UI was designe by me, I just asked Chat GPT for a script and I did the rest, what do you think about this?
Love how you translated the script into a polished, dynamic UI. Motion really brings the product to life and shows strong design skills.
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