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Public Safety
Arquitectura Integral de Seguridad (Infraestructura + IA + Biometría)
I have spearheaded high-impact public safety programs across urban and airport environments, designing and deploying end-to-end ecosystems that integrate advanced video surveillance, IoT, biometrics, and real-time data analytics. From reviving a delayed C4 municipal command center (10+ months overdue) to modernizing 14 airports with biometric and perimeter security solutions, these initiatives have proven how technology strategically aligned with operations can transform both citizen and operational safety.
Key Responsibilities
Directed strategic programs exceeding $500M MXN budgets.
Managed projects under a hybrid Waterfall + Agile framework, coordinating infrastructure, software, and analytics.
Aligned multi-stakeholder ecosystems: federal forces, municipal governments, airlines, and international organizations (ICAO/FAA).
Enforced data governance, Zero Trust cybersecurity, and compliance in mission-critical environments.
Technical Architecture
C4 Tlajomulco
Hikvision DS-2TD6237B thermal cameras and multi-brand PTZ domes.
Genetec AutoVu SharpZ3 LPR (99.7% plate accuracy in MX).
ShotSpotter Flex acoustic sensors for gunshot detection.
Cisco Ultra-Reliable Wireless Backhaul with AWS Wavelength analytics.
NVIDIA Metropolis AI to reduce false positives.
GAP (Grupo Aeroportuario del Pacífico)
Avigilon Control Center 7 with advanced video analytics.
FLIR A310 thermal cameras for biosecurity.
Velodyne LIDAR radars for perimeter intrusion.
Amazon Rekognition facial recognition integrated into biometric kiosks.
IoT with LoRaWAN + AWS IoT Core for fuel, temperature, and occupancy monitoring.
Program Management
Executed programs under ITIL & PMI frameworks, with Agile adaptations for fast-track deployments.
Directed crisis management and business continuity during critical events (COVID-19 pandemic, municipal elections, airport peak demand).
Developed annual operating plans and managed peak load operations (holidays, mass events, contingencies).
OKRs & Metrics
C4 Tlajomulco: –62% property crimes in 6 months, +1,500 vehicles recovered, reduced TTR to 4.3 min (vs. 9.1).
GAP: 400+ projects delivered, 97.5% on-time/on-budget/on-scope, –34% fuel-related incidents, –17% energy consumption in VIP lounges.
Core Technologies
Video: Avigilon Control Center, Hikvision, FLIR, Genetec AutoVu.
AI & Analytics: NVIDIA Metropolis, Amazon Rekognition, Databricks Lakehouse.
IoT & Edge: LoRaWAN, AWS IoT Core, Cisco URWB.
Cybersecurity: CrowdStrike Falcon XDR, Zero Trust with Boundary.
Key Achievements
✔ Revitalized a municipal C4 command center, 10 months overdue, delivered ahead of schedule with 99.99% uptime.
✔ Achieved a 62% reduction in property crimes in Tlajomulco while implementing anti-corruption data governance.
✔ At GAP, neutralized intrusions with 360° LIDAR, maintained zero operational shutdowns during COVID-19, and cut migration times by 70% through biometric kiosks.
✔ Generated 17% annual energy savings in airports and optimized critical operational resources.
✔ Positioned GAP as a regional benchmark in airport modernization under ICAO and FAA standards.





























