Today I worked on Figuro’s multi-agent system and improved the Weak Points feature. I added agents for weak points, lessons, progress, and actions, with a coordinator connecting everything together. I also improved quiz question filtering so PDF metadata doesn’t turn into questions. One more day closer to finishing! 🚀 #DDS #BuildingAIApplications #AI #Day6

Today I worked on Figuro’s Practice feature and started building Weak Points. I focused on: 🎯 Different practice questions 🧠 Adaptive difficulty 📚 Lesson/material-based questions 💡 Hints and feedback 🔄 Try Again + Next Question 📊 Focusing practice on weak areas Still testing and improving, but Day 5 is done! 💻✨

🚀 Day 5 — ProDiagAI is becoming an intelligent maintenance copilot for industrial machines. Real-time sensor data + ML now detect machine health and failure risk, while our AI Maintenance Agent helps engineers with diagnosis, maintenance planning, spare parts, cost estimation, and preventive maintenance. The workflow is simple: AI recommends → Engineer reviews → Engineer approves → Work Order 👨‍🔧 Building toward a practical industrial AI solution. 3 days to go. 🚀 Decoding Data Science Mohammad Arshad #BuildInPublic #AIAgents #IndustrialAI #PredictiveMaintenance #AIChallenge

I’m so happy to share that I won the August Ambassador Challenge! I’m truly grateful for this recognition and really proud of this achievement. Thank you to everyone who supported and encouraged me throughout the challenge! 🙌 Excited to keep the momentum going! 🚀🔥

Spent today making the predictive maintenance copilot more robust — guardrails, input validation, prompt-injection protection, error handling, response validation, rate limiting, and RAG safety. Also refined the AI diagnosis and Engineer Chat with stronger grounding around real machine telemetry, ML predictions, anomaly evidence, and maintenance knowledge. The reliability work isn't always visible, but it matters just as much as the AI features. Decoding Data ScienceMohammad Arshad #BuildInPublic#PredictiveMaintenance#IndustrialAI#AIAgents#AIChallenge#BuildWithAI