I build production-ready AI systems that solve real business problems. Specializing in multimodal RAG architectures, intelligent automation, and AWS-powered ML deployments.

AI/ML:

Cloud & Infrastructure:

Automation:

• 🏗️ Building enterprise RAG systems with visRAG capabilities
• 🤝 Developing AI-powered business automation workflows
• ☁️ Architecting scalable chatbot solutions on AWS/Azure
• 📚 Contributing to AI engineering best practices

Most of my professional work is in private enterprise repositories. Currently building public portfolio projects to showcase my AI engineering expertise.

🏥 Medical Mammography AI Analysis System

• AI-powered mammography image processing and analysis system
• Tech: Python, AWS Lambda, Computer Vision, MONAI
• Includes comprehensive technical and functional documentation
• Focus: Healthcare diagnostic automation

🎙️ Real-Time Medical Transcription Pipeline

• AWS-based speech-to-text system for healthcare consultations
• Tech: AWS Transcribe, Lambda, API Gateway WebSocket, Python
• Spanish language support for medical terminology
• Architecture: Serverless streaming audio processing

💬 Enterprise RAG Chatbot for Customer Service

• LangChain-powered FAQ automation system using Llama models
• Tech: LangChain, RAG architecture, Azure, Vector databases
• Deployed for customer service representatives
• Reduced manual intervention in common query resolution

• 💼 LinkedIn: https://www.linkedin.com/in/miguel-angel-mog/
• 🎯 Fiverr: https://es.fiverr.com/miguel_angelm?public_mode=true
• 📧 Email: miguelam2508@gmail.com

💡 Open to collaborating on AI automation projects and RAG system implementations