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Projects & Case Studies

Real environments, real constraints, running in production

Automotive Retail

Customer Engagement & Premises Security

One AI system handling inquiries, lead capture, and security monitoring around the clock

A technology-first automaker scaling aggressively in Mexico needed a dealership experience that matched the brand, modern customer engagement and always-on premises security, delivered as one integrated system. I built a bilingual AI avatar and voice agent that handles inquiries and captures leads directly into the sales pipeline. In parallel, I connected existing security cameras to AI for intelligent monitoring and automated weekly reporting.

AI assistant workstation with security camera dashboard

Results

  • Bilingual customer service running 24/7, Spanish and English
  • Automated lead capture and routing into the sales pipeline from every conversation
  • AI-powered security monitoring across dealership premises
  • Automated weekly suspicious-activity reports

My Role

  • Founder, solution architect & lead engineer, agent framework, platform architecture, security-vision pipeline, cloud deployment, AI provider integration.

Core Tech

  • AURA Agent
  • Agentic Platform
  • memQL
  • Go
  • Python
  • OpenAI / Anthropic / NVIDIA
  • Koyeb

Deliverables

  • Customer-service avatar & voice agent
  • Lead capture/routing
  • AI security monitoring
  • Automated weekly suspicious-activity reports