Building the future where AI meets Integration ✨

I architect intelligent integration solutions that bridge traditional systems with cutting-edge AI. From MuleSoft to Machine Learning, I build the connectors that make technology smarter and more human.

const ankur = {
    role: "Integration Architect & AI Developer",
    expertise: ["MuleSoft", "AI/ML", "API Design", "Content Creation"],
    currentFocus: "Building AI-powered integration solutions",
    motto: "Connecting systems, empowering minds 🧠",
    youtube: "@AIMuleExpert"
}

AI That Reads Your Face Better Than Your Best Friend

🎯 What makes it special:

• 90% accuracy emotion recognition (vs industry standard 70%)
• 100% offline - no cloud, no privacy concerns
• Real-time detection in under 100ms
• Enhanced features: LBP textures, gradient analysis, facial regions
• Built with scikit-learn - no TensorFlow headaches!

🏥 Real-world applications:

• Healthcare: Depression screening, patient monitoring
• Education: Adaptive learning, student engagement
• Automotive: Driver fatigue detection
• Accessibility: Communication aids for non-verbal individuals

🔧 Tech Stack: Python + scikit-learn + OpenCV + Streamlit

Dockerization of Mule 4.2.2

• Enterprise containerization strategies
• Production-ready configurations
• Microservices deployment patterns

SSL Kafka + Mule 4 Integration

• End-to-end SSL security
• Real-time streaming patterns
• Enterprise security practices

Custom Circuit Breaker Policy

• API resilience patterns
• Fault tolerance implementation
• Performance optimization

Creating content at the intersection of AI and Integration:

🎯 What you'll find:

• AI Tutorials: Building emotion detection, computer vision projects
• MuleSoft Deep Dives: Advanced integration patterns and best practices
• Tech Reviews: Honest takes on AI tools and integration platforms
• Live Coding: Watch me build real solutions from scratch
• Industry Insights: Where AI meets enterprise integration

📊 Channel Stats:

• 🎥 Focus: AI + Integration tutorials
• 🔥 Latest: "Building Offline Emotion Detection with 90% Accuracy"
• 💡 Mission: Making complex tech accessible to everyone

🔮 What I'm Building:

• 🤖 AI-Powered APIs: Integrating ML models with MuleSoft
• 🎭 Computer Vision: Advanced emotion and facial recognition systems
• 📹 Educational Content: YouTube tutorials on AI + Integration
• 🏥 Healthcare AI: Emotion detection for mental health applications
• 🔒 Privacy-First AI: Building offline-capable intelligent systems

💡 Next Big Thing: Working on an AI Integration Framework that combines MuleSoft's connectivity with scikit-learn's intelligence - stay tuned! 🚀

I love discussing:

• 🤖 AI in Enterprise: How to integrate ML into business workflows
• 🔄 Intelligent Integration: Building smarter API ecosystems
• 🎥 Content Creation: Sharing knowledge through video
• 🏗️ Architecture Patterns: Designing future-proof systems
• 🧠 Computer Vision: Real-world applications of AI

╭──────────────────────────────────────────╮
│  "The best way to predict the future      │
│   is to invent it."                       │
│                        - Alan Kay         │
│                                           │
│  Currently inventing: AI that actually    │
│  understands human emotions! 🎭           │
╰──────────────────────────────────────────╯

🎯 2024 Goal: Help 10,000 developers build their first AI-powered integration!

⭐ Love my work? Star my repositories and subscribe to my YouTube channel!
🤝 Want to collaborate? I'm always open to exciting AI + Integration projects!