Building multimodal AI agents that bridge mobile, web & backend | 6+ years shipping production systems

# What I do best
def solve_complex_problems():
    return {
        "multimodal_ai": "Voice/text/image",
        "cross_platform": "Shared domain models across iOS/Android/Web",
        "production_ready": "CI/CD pipelines, clean architectures"
    }

• LLM Integration in mobile apps (LangChain, RAG, multi-agent systems)
• Cross-platform Architecture → one domain model, multiple frontends

• MapVX/Lazarillo: Multimodal indoor-navigation agent serving accessibility & retail
• 10+ Cross-industry apps: Ride-hailing, parcel-tracking, municipal security, dating
• Workshop Speaker: Git/GitHub collaboration at Universidad Autónoma de Coahuila

🇪🇸 Spanish (Native) • 🇺🇸 English (Conversational)

• AI Integration Consulting → LLM/RAG implementation in mobile apps
• Cross-platform Architecture → Clean, scalable mobile/web systems
• Speaking Engagements → AI in mobile development, clean architecture

AI/ML: LangChain • Multi-agents • RAG • Embeddings • Hugging Face • Prompt Engineering

📧 Contact: me@iramml.com | 🌐 Portfolio: iramml.com