Alexander Ruin

AI Systems Design Consultant

Alexander Ruin — systems design consultant. I help design architecture, assess risks, and establish transparent processes — from technology selection to support. AI executors handle routine tasks. Areas: automation, integrations, AI products.

AI Avatar Platform - AI Assistant with a Knowledge Base for Business

B2B SaaS platform for creating AI assistants with video avatars. Upload PDF documents, customize an avatar, embed a widget on your website with a single tag — and the AI responds to customers strictly based on your knowledge base. Text and voice chat, OCR, RAG, multi-tenancy, 495 tests.

"We deployed a platform with OCR for PDF documents, RAG indexing, a video avatar, and an embed widget. We configured multilingual support and anti-hallucination. 5 tenants for different departments."

Result: Launch in 4 weeks: a working AI assistant on the university website. Students get answers regarding AITU regulations and documents with source citations.

— От автора для Astana IT University (Казахстан)
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📸 Screenshot Gallery

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admin dashboard

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🎯 Key Features

✨ Text and voice chat with AI (WebRTC, latency ~0.5s)
✨ Anti-hallucination: responses strictly based on documents with source citations
✨ OCR: PDF upload → automatic recognition → indexing
✨ RAG: Semantic search across document chunks (embeddings)
✨ Video Avatar (MP4 talking/silent) + ready-made templates
✨ Embed widget: a single <script> tag on any site, lazy loading
✨ Multi-tenancy: Isolated knowledge bases, API keys, avatars
✨ 4 LLM providers: OpenAI, Gemini, Groq, any OpenAI-compatible
✨ Benchmarks: LLM-as-judge evaluation of answer quality
✨ 495 backend tests (Vitest), full CI/CD

💎 Key Advantages

Quick entry into the AI avatar market without technical expertise

Ready-made monetization and billing tools

Scalable business model with passive income

Support for any niche: from coaching to consultations

Automation of customer service through AI avatars

Ensuring stable operation of the interface for system communication despite provider blockages is one of the most complex and interesting tasks in which I have experience.

⚡ Technical Specifications

👥 Who is it for

Entrepreneurs looking to launch a business with AI avatars Coaches and consultants seeking to scale their services Digital agencies for expanding service portfolios Startups in the fields of EdTech and HRTech Owners of online schools and courses Companies looking to automate customer service

🎯 Use Cases

💡 AI Coach Platform for Selling Personal Consultations
💡 AI Consultant System for Financial Services
💡 Educational platform with AI instructors
💡 AI Sales Assistants for Online Stores and Landing Pages
💡 Virtual Assistants for Corporate Websites
💡 AI Psychologists and Wellness Coaches for the B2C Market

📋 Place an Order

Describe the task and get a quote + turnkey source code.

📝 Enter your details

Example: A website for a restaurant with online ordering and CRM integration is needed.

I will send the answer to this address within 24 hours. You can add your Telegram in the brief field.

💬 After submitting the application, I will contact you using the provided details to clarify the specifics.

🎁 What you will get

A ready-made platform for creating and monetizing AI avatars

A ready-made platform for creating and monetizing AI avatars

Integrated payment and subscription system

Integrated payment and subscription system

Constructor for creating and configuring AI avatars

Constructor for creating and configuring AI avatars

Customer interface for clients

Customer interface for clients

Admin panel for managing business and avatars

Admin panel for managing business and avatars

API for embedding avatars into websites and applications.

API for embedding avatars into websites and applications.

Mobile application (if necessary)

Mobile application (if necessary)

Fast execution

💬 After submitting the application, I will contact you using the provided details to clarify the specifics.

AI Avatar Platform - AI Assistant with a Knowledge Base for Business

Quick brief

📋 Order Development

Describe the scope, constraints and desired outcome — I will reply within 24 hours.

📝 Provide Your Details

Example: Need an LMS platform for 500 students with AI analytics.

We'll reply within 24h using this email. Telegram can still be shared inside the brief.

After clicking you'll pass slider captcha and open Telegram dialog; I can also reply via the contacts above.

🎁 What You Will Get

Turnkey solution

Full source code with ownership rights

Technical documentation and support

Fast Delivery

After submitting the request, I will contact you via the specified contacts to clarify the details