Sifuddin soad
I build web apps, AI agents, and AI automations
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🚀 I built Saidrix AI Tutor — an AI-powered live learning platform where 10+ specialized AI agents work together to create a personalized learning experience.
Instead of building another chatbot that simply answers questions, I wanted to build a system that can understand a student, identify knowledge gaps, build a personalized course, teach live, review projects, and remember progress over time.
🧠 What’s running behind Saidrix AI Tutor:
→ Intake Agent — Understands what the student wants to learn and builds a learner profile through intelligent, topic-specific questions.
→ Knowledge Profiler — Runs adaptive diagnostic rounds and evaluates actual answers to determine what the student really knows.
→ Course Maker + Project Planner — Creates personalized courses, chapters, lessons, and practice projects grounded in a RAG knowledge base.
→ Lecture Maker — Plans and generates complete lessons, including diagrams. Generated visuals go through geometry checks and vision-model review before reaching the student.
→ Project Reviewer — Pulls student projects from GitHub or ZIP files, reviews files in parallel, checks requirements, and returns line-specific feedback with a quality score.
→ Long-Term Memory System — Distills each learning session into verified student context so future lessons can continue from where the student left off — without inventing information about the learner.
🎙️ And one of my favorite parts: the Live Voice Tutor.
Built with Python + LiveKit, it can teach lessons out loud, handle student interruptions naturally, answer questions, and then continue teaching from where it stopped.
⚙️ The multi-agent system is orchestrated using LangGraph.js + TypeScript and designed to be LLM provider-agnostic, allowing models from OpenAI, Claude, or Gemini to be switched through configuration.
Building this taught me an important lesson about production AI:
The hard part isn't making an LLM generate something.
The hard part is building a reliable system around it.
Structured outputs, schema validation, RAG grounding, LLM call gating, rate limiting, bounded repair loops, and fail-safe agents became just as important as the models themselves.
This is what I've been building at Saidrix — moving toward AI that doesn't just answer students, but actually teaches them. 🎓🤖
🌐 aitutor.saidrix.com (http://aitutor.saidrix.com)
#AI #AIAgents #EdTech #LangGraph #RAG #TypeScript #Python #LiveKit #LLM #ArtificialIntelligence #SoftwareEngineering #Saidrix
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🚀 Completed a Full-Stack AI-Powered E-Commerce Platform — Sadaqa Bazaar
Excited to share one of my latest projects: Sadaqa Bazaar, a complete e-commerce platform built for an organic food business.
I developed the entire system — from the customer-facing website and backend infrastructure to a complete admin panel and AI-powered automation & support system.
🤖 AI-Powered Operations
The platform goes beyond traditional e-commerce. I integrated an AI agent that helps automate day-to-day business operations directly through WhatsApp.
• New orders are instantly sent to WhatsApp with complete customer and order details.
• Admins can verify, confirm, and manage orders by communicating with the AI agent.
• The system can automatically send confirmation emails and invoices to customers.
• AI monitors inventory and sends stock alerts when action is required.
• Newsletters, offers, and important updates can be sent to customers automatically.
💬 AI Customer Support
The support system can communicate with customers, understand their requests, identify order-related issues, initiate support sessions, assist with resolving problems, and keep customers informed throughout the process.
The goal was simple: build an e-commerce system where AI doesn't just answer questions — it actively helps operate the business.
From storefront → backend → admin panel → order management → WhatsApp automation → AI customer support, the entire workflow is connected into one system.
Sadaqa Bazaar — making e-commerce operations smarter, faster, and easier with AI. 🚀
Live link : sadaqabazaar.com (https://sadaqabazaar)
#Ecommerce #AI #AIAgents #FullStackDevelopment #WebDevelopment #Automation #WhatsAppAutomation #CustomerSupport #SaaS #ArtificialIntelligence
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I made end-to-end AI-powered tutoring system. you can learn anything with best content and faster.
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