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About Me
I’m a technology leader passionate about building high-performing engineering teams and scalable systems that create real impact. I thrive on connecting strategy with execution—transforming ideas into architectures that are robust, automated, and measurable. My experience spans full-stack development, data engineering, and AI integration, leading modernization and automation efforts across multiple industries. I believe great engineering leadership is about clarity, mentorship, and consistency: empowering teams to innovate, improve processes, and deliver quality at scale while keeping curiosity and learning at the core of everything we build.
Adapt fast. Think broadly. Connect the invisible.
Experience
Chief Technology Officer
Leading the architecture and development of Conscious Insights (CI), an AI-driven conversational analytics platform that merges advanced LLM workflows with scalable data and automation infrastructure.
Achievements
- Developed a custom API client that simulates AI users interacting with Chainlit via WebSockets, enabling automated multi-turn conversation testing, data validation, and regression detection.
- Created an API-driven architecture supporting OAuth2, CHIPS-compliant cookies, and real-time WebSocket communication for live AI chat streams.
- Automated deployment and monitoring workflows using Python, Slack alerts, and Git-based pipelines, establishing the foundation for continuous integration and delivery.
- Defined a robust test strategy to validate session isolation, context persistence, and data integrity under concurrent user scenarios.
- Established design and development standards for AI-enhanced applications, bridging backend automation with front-end conversational intelligence.
Skills: Python · PostgreSQL · API Design · WebSockets · Data Engineering · AWS S3 · OAuth2 · CI/CD · LLM Integration · Automation Testing · Data Orchestration
Chief Technology Officer
Leading the modernization of a legacy Learning Management System (LMS) toward a future-proof, AI-augmented platform. Overseeing full-stack redevelopment, infrastructure optimization, and UX transformation to align the system with current standards and long-term scalability goals.
Achievements
- Reduced LMS platform response time by 50% through deep optimization of backend logic and server infrastructure.
- Reduced course creation time by 75% by developing a modern React-based course builder with drag-and-drop support.
- Introduced AI-assisted content creation tools to accelerate course design and improve instructional quality.
- Modernized the platform architecture using .NET 4.8 with modular front-end integration for future .NET 8 migration.
- Redesigned data flows and implemented a JSON-based update strategy for incremental content updates without breaking user progress.
- Built Python automation scripts for SQL backups and AWS S3 synchronization as part of the new maintenance plan.
- Enhanced video streaming infrastructure, adopting HLS playlist management and DRM-ready architecture via AWS MediaConvert.
- Implemented improved monitoring and analytics using Grafana and custom logs for real-time performance tracking.
- Defined development standards and documentation workflows for future SEA modernization efforts.
Skills: .NET 4.8 · React · SQL Server · Python Automation · AWS S3 & MediaConvert · HLS Streaming · Data Architecture · Performance Optimization · AI Integration · Grafana · Infrastructure Modernization
My consulting work evolved into long-term partnerships with education and AI-driven organizations — leading to my current roles at SEA and Stoic Enterprises, where I focus on modernizing platforms, scaling data systems, and mentoring new generations of engineers.
Independent Consultant
As an independent consultant, I’ve guided organizations through digital transformation across multiple industries — from education and real estate to health, manufacturing, and technology. My focus is on designing practical, forward-thinking solutions that connect strategy, software, and data. Over the years I’ve evolved from full-stack development and infrastructure design to AI-driven automation and cloud integration, applying systems thinking to every challenge I take on.
Highlights
- Delivered end-to-end consulting in web systems, AI implementations, and cloud architecture for startups and established businesses.
- Built and maintained captivating digital platforms — from LMS tools and IoT dashboards to GPS tracking and media streaming services.
- Integrated AI, data automation, and custom APIs to streamline operations and decision-making processes.
- Designed and deployed network and server infrastructures balancing performance, scalability, and cost efficiency.
- Provided technical mentoring and strategy for teams adopting modern frameworks, DevOps workflows, and cloud technologies.
Skills: Full-Stack Development · AI Integration · Cloud Architecture · Python · C# · SQL · DevOps Automation · API Design · Systems Thinking · Technical Consulting
After several years in corporate environments, I returned to consulting to apply everything I had learned — bridging strategy, software, and data to help organizations innovate with flexibility and precision.
Multiple roles at IBM
I contributed to enterprise web modernization across Drupal and Adobe Experience Manager (AEM), evolving from full-stack/frontend delivery into QA automation leadership. Work focused on platform stability, editor experience, SEO improvements, and efficient local environments.
Achievements
- Supported and maintained IBM’s global Drupal instance, ensuring stability and performance.
- Developed Podium/Proscenium, a WYSIWYG interface to streamline Drupal page editing.
- Built custom Drupal modules for Product Pages, improving maintainability and editor efficiency.
- Contributed to the Drupal → AEM migration, enhancing content workflows and UX.
- Increased Product Pages SEO by exposing G2 Crowd ratings to Google’s crawler.
- Automated local environments via DDEV and alternative OS setups for DrupalVM, reducing onboarding time.
- Kept internal documentation current with best practices and platform changes.
- Led the design and build of a TS7700 test automation framework (CLI, API, and Web) for broad adoption.
Roles
- Lead Quality Assurance Automation Engineer · Apr 2023 – Mar 2024
- Support Developer · Oct 2022 – Apr 2023
- Adobe Experience Manager Developer · Nov 2021 – Oct 2022
- Drupal Developer · Sep 2020 – Nov 2021
- Frontend Developer · Jan 2019 – Sep 2020
- Fullstack Developer · Sep 2018 – Jan 2019
Skills: Drupal · Adobe Experience Manager (AEM) · DDEV · DrupalVM · QA Automation · Test Frameworks (CLI/API/Web) · SEO Optimization · Web Development · Documentation
My success delivering for Intel opened the door to IBM, where I joined global teams focused on large-scale content platforms, transitioning from Drupal to Adobe Experience Manager and later into automation and QA leadership.
Drupal Developer
Worked as part of the Intel account, developing and maintaining large-scale Drupal applications supporting Intel’s global web presence. Focused on backend module design, data optimization, and SEO improvements, ensuring performance, accessibility, and maintainability across multiple deployments.
Achievements
- Implemented a new site-wide search feature using a third-party indexing service, improving accuracy and response time across Intel’s product pages.
- Developed a custom URL alias cleanup service to remove redundant redirects, enhancing SEO and simplifying content workflows.
- Optimized caching and backend logic, achieving measurable improvements in page load performance and system scalability.
- Contributed to internal Drupal best practices and coding standards to improve long-term maintainability of Intel’s web infrastructure.
- Collaborated with global frontend and content teams to deliver responsive, accessible interfaces aligned with Intel brand guidelines.
Skills: Drupal · PHP · JavaScript · SEO Optimization · Backend Development · Performance Tuning · Enterprise Web Architecture · Cross-Team Collaboration
Building complex systems at SEA gave me a strong appreciation for maintainable architectures and measurable performance — experience that proved essential when working on enterprise-scale web platforms for Intel.
Chief Technology Officer
Directed the design, maintenance, and evolution of a custom Learning Management System (LMS) used across multiple corporate training programs. Oversaw infrastructure management, reporting systems, and the transition to scalable, cloud-based solutions. This role marked the foundation of my experience bridging software engineering, data analytics, and user-centric design.
Achievements
- Improved infrastructure cost-benefit ratio by adopting Cloudflare CDN and cloud hosting, increasing uptime and scalability.
- Enhanced platform usability and stability by refactoring legacy C# .NET components and strengthening security practices.
- Reduced complex report generation time by optimizing SQL queries and migrating to Microsoft Reporting Services (SSRS).
- Integrated Hotjar, New Relic, and Google Analytics to deliver actionable insights on learner engagement and platform behavior.
- Developed a custom HLS-based video streaming service to enable smooth playback and content control across devices.
- Introduced architectural standards that simplified ongoing development and prepared the system for later modernization.
Skills: C# · SQL Server · Microsoft SSRS · Cloudflare · AWS · Data Reporting · Data Engineering · System Architecture · Performance Optimization · Security Hardening · Video Streaming (HLS)
At Estrasol I learned to combine creativity with engineering discipline — skills that became the foundation for the data-driven architecture and automation work that followed at SEA Innovación.
Full-Stack, Flash & Drupal Developer
Worked as a full-stack developer and front-end specialist, combining design sensitivity with technical execution to create dynamic, engaging web experiences. This role shaped my foundation in usability, performance optimization, and process automation—principles that still influence my work today.
Achievements
- Influenced the company’s adoption of Drupal and jQuery as core technologies, modernizing the web development stack.
- Developed interactive interfaces and animations that improved user engagement and client satisfaction.
- Built a lightweight internal framework to accelerate delivery of marketing and corporate websites, reducing development time by up to 40%.
- Advocated for adherence to web standards, usability, and accessibility, helping establish quality practices still used within the company.
- Collaborated closely with designers and system administrators to align creative vision with stable, scalable delivery.
- Contributed to infrastructure reliability by optimizing server resources, improving email delivery, and reducing spam issues company-wide.
Skills: Full-Stack Development · Drupal · jQuery · Flash Animation · Web Usability · Framework Design · Server Administration · Process Optimization · Cross-Disciplinary Collaboration
After years of managing infrastructure and teaching, I shifted focus toward web development, blending my technical foundation with creative expression at Estrasol — where I began shaping interactive, high-performance digital experiences.
Systems Administrator
Managed and modernized the school’s entire technology environment, from computer labs and networks to Linux servers and IT training. This role was where my curiosity for infrastructure, automation, and creative problem-solving truly began.
Achievements
- Stabilized and maintained the institution’s technology platform, ensuring reliable service for staff and students.
- Implemented preventive maintenance and backup strategies that improved system uptime and data safety.
- Designed and deployed the computer lab network and configured user access policies for efficient classroom operation.
- Built an experimental Linux-based streaming service that transmitted a live camera feed from the entrance, allowing staff to see who was knocking at the door — an early precursor to modern IoT monitoring.
- Served as an IT instructor, teaching fundamental computer science and networking concepts to students.
Skills: Network Design · System Administration · Linux Servers · Automation · Technical Support · Streaming Media · Teaching · IT Infrastructure
The experience of building live streaming systems with open-source tools inspired me to push further into infrastructure and education — applying those lessons to stabilize and innovate within an academic environment.
Webmaster & Audio Streaming Engineer
Led the technical backbone of a local online radio initiative, combining audio engineering, web development, and infrastructure management to deliver live broadcasts at a time when streaming technology was still emerging. This role strengthened my skills in creative problem-solving, system integration, and cost-effective innovation.
Achievements
- Designed and deployed an Icecast-based streaming platform for live radio programs, enabling reliable, real-time audio transmission with minimal hardware resources.
- Implemented a fully on-premise infrastructure that eliminated third-party hosting costs and improved system control and flexibility.
- Developed and maintained the station’s website, integrating schedule management, show archives, and listener engagement tools.
- Handled audio production and post-processing for live and recorded content, improving clarity and consistency across broadcasts.
- Provided technical support and training for the broadcast team, ensuring continuous uptime and streamlined daily operations.
Skills: Icecast · Streaming Media · Web Development · Audio Engineering · Linux Servers · On-Premise Infrastructure · Technical Support · Automation
My curiosity for technology quickly evolved from troubleshooting networks to exploring the creative potential of the internet — leading me to join a local radio project where I could merge engineering, media, and experimentation.
Internet Café Technician & Web Assistant
This early role sparked my interest in technology and systems integration. I was responsible for maintaining all computer equipment, assisting customers, and experimenting with web technologies — experiences that laid the foundation for my career in development, networks, and automation.
Achievements
- Developed my first HTML-based websites and learned the fundamentals of networking and computer maintenance.
- Configured and maintained the local network, firewalls, and internet sharing services, ensuring stable connectivity for all clients.
- Introduced preventive maintenance and data protection routines to extend hardware life and reduce downtime.
- Provided hands-on technical support and customer guidance, improving the overall service experience of the café.
- Discovered a passion for problem-solving and experimentation that evolved into a lifelong learning mindset.
Skills: Computer Maintenance · Networking · Web Development · Technical Support · Internet Security · Customer Service · Troubleshooting
Closing Reflection
From those first lines of HTML at the Internet Café to leading AI-driven modernization projects today, my journey has always been guided by curiosity, purpose, and the belief that technology should amplify human potential. Every role — from teaching and building infrastructure to designing data architectures and mentoring engineers — has taught me that innovation is not only about tools or code, but about connecting people, ideas, and systems in meaningful ways.
I carry forward the same curiosity that started it all, now refined by experience and driven by a clear vision: to build systems that are resilient, intelligent, and deeply human in their impact.