Universidad del Caribe
Bachelor's in Engineering in Data and Organizational Intelligence
I design systems with a long-term perspective — prioritizing clarity, observability, and operational resilience over short-term gains.
I believe real expertise in engineering is not defined by years of experience or novelty, but by the systems that continue to perform, adapt, and remain understandable over time.
Currently leading technical architecture at AISG, aligning backend, infrastructure, data, and UI layers to support scalable airline ground operations under IATA Standard Ground Handling Agreements.
I'm an Organizational Intelligence and Data Engineer focused on end-to-end systems, spanning backend and frontend development, cloud automation, and infrastructure-as-code on AWS.
My background in GNU/Linux and command-line environments strongly influences how I approach system design — pragmatic, observable, and built to scale from day one. I've worked across environments where reliability, maintainability, and clear ownership are essential, shaping solutions that can be operated and evolved over time.
Today, my work centers on building and maintaining platforms that connect data, automation, and people through reliable architecture, with a strong emphasis on clear documentation, reusable code, and operational efficiency.
Designs systems with operational clarity
Prioritizes documentation as a first-class artifact
Optimizes for maintainability over novelty
Bridges engineering, data, and product concerns
Builds platforms meant to be run, not just shipped
Formal foundations for systems thinking and architectural rigor.
Bachelor's in Engineering in Data and Organizational Intelligence
“A chronological index of architectural contributions and engineering leadership.”



Platforms, Frameworks and tooling that keep delivery fast and reliable
Pixel-precise experiences built with modern React tooling and cinematic motion design.
Frameworks & State Management
UI & Motion
Data Fetching & Documentation
Pixel-precise experiences built with modern React tooling and cinematic motion design.
Frameworks & State Management
UI & Motion
Data Fetching & Documentation
Reliable APIs and data contracts powering orchestrated workflows and automation.
Frameworks & APIs
API Contracts & SDKs
ORMs & Data Modeling
Testing
End-to-end AWS operations across networking, security, analytics, and observability.
Networking & Delivery
Identity & Security
Infrastructure as Code
Monitoring & Management
Compute Platforms
Analytics & ETL
Pipelines, warehousing, and ML experimentation turning datasets into playbooks.
Data Engineering
Data Processing (Python Ecosystem)
Data Visualization & Analytics
Cloud Data Platforms
Machine Learning / Advanced Analytics
Operational and analytical stores engineered for resilience and fast retrieval.
Operational Stores
NoSQL
Relational Databases
Analytics Warehouses
Query Engines
Secure release rituals with IaC, CI/CD, and observability baked into every deploy.
Automation & CI/CD
Version Control & Workflow
Security & Automation
Documentation stacks and visual modeling that make decisions traceable and teachable.
Knowledge Management
API & Testing
Architecture Visualization
Unix-first workflows, automation, and version control discipline for fast iteration.
Environments
Version Control
Command-line Tooling
Human collaboration across English and Spanish for workshops, documentation, and delivery.
Communication Channels
Yearly delivery highlights with detailed implementation notes.
“Anchoring milestones that shape architecture, data, and delivery focus.”
2024
Designed and implemented a modular FastAPI backend integrated with MSSQL on AWS RDS, Cognito-IDP authentication, and core operational entities. The architecture established the foundation for AISG’s operational systems and enabled future extension using DynamoDB and S3 for document storage, references, and auxiliary data.
Expanded backend services with monitoring endpoints, normalized schemas, and operational state abstractions, enabling real-time visibility and lifecycle tracking across stations.
Integrated pytest, Postman collections, and GitHub Actions workflows, transforming backend services into test-validated, continuously integrated systems with reproducible deployments.
Delivered the first analytics platform for operational timesheets, rankings, and summaries, combining optimized MSSQL queries with Python-based data transformations and visualizations, exposed through an authenticated Streamlit application.
Implemented the Flight Sync Lambda using the Serverless Framework and GitHub Actions CI/CD pipelines, enabling autonomous, multi-environment synchronization of flight data across AISG systems.
Created CloudFormation templates and Bash automation to replicate and manage Cognito user pools, automate bulk user migration, overcome AWS console limitations, and apply AISG branding to the Cognito Hosted UI.
“Open for architecture leadership, data strategy, and platform enablement mandates.”
Based in Cancún, México 🇲🇽
Interested in collaborating on high-performance architecture, data orchestration, or platform modernization? Let’s outline the next release together.
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