• Innovated in the amateur sports sector by conceptualizing Metegol, a digital platform designed to revolutionize the way amateur soccer players and fields connect, leveraging geolocation and AI for enhanced matchmaking. This initiative addresses a previously unmet need, facilitating greater community engagement and promoting physical activity through soccer.• Applied artificial intelligence to develop algorithms capable of dynamic matchmaking between players and soccer fields. This AI-driven approach not only optimizes field utilization but also personalizes the user experience, catering to the specific preferences and skill levels of players.• Navigated early-stage challenges, including technological limitations and funding constraints, to lay the foundational vision for Metegol.• Aimed to empower all stakeholders in the amateur soccer domain, from players and field owners to tournament organizers and related businesses, by creating a vibrant platform that offers value and opportunity for growth.• Planned for AI to enhance operational efficiency and strategic insights, utilizing predictive analytics to forecast soccer participation trends and optimize field scheduling. This forward-thinking approach anticipates the needs of the market, ensuring Metegol's long-term relevance and impact.• Planned to revolutionize the amateur soccer community experience by integrating state-of-the-art technologies. This includes deploying smart match scheduling and leveraging AI for in-depth performance analytics, enhancing player engagement and team strategies. I also aimed to introduce NFTs for customizable soccer uniforms, adding a unique digital ownership aspect. Further innovation was planned through integrating gamification and blockchain rewards, incentivizing participation and achievement. These advancements are designed to significantly elevate the level of competition and community involvement in amateur soccer.

• Orchestrated the transition from a virtual server-based architecture to Azure Container Apps, a fully managed Kubernetes solution, addressing critical efficiency challenges under fluctuating user loads. This migration resulted in a 65% increase in response capacity during demand spikes, maintaining optimal performance without compromising availability.• Implemented a scalable and resilient solution, significantly improving system high availability and resilience. Dynamic resource configuration allowed the system to adapt to workload variations, scaling from zero to ten instances as needed, ensuring a proper balance between performance and resource consumption.• Led the integration with Azure DevOps and advanced monitoring tools, facilitating efficient continuous development and deployment, as well as proactive issue detection and resolution. This integration led to a 40% reduction in new feature delivery time, enhancing the development team's agility.• Configured auto-scaling and resource optimization strategies, leading to a direct 50% decrease in operational costs by minimizing idle resources. This configuration ensured that costs were strictly aligned with actual usage, avoiding overspending during periods of low demand.• Facilitated efficient container image management and cloud storage using Azure Container Registry and Azure Storage Account, optimizing the development and CI/CD operations lifecycle. The adoption of these modern storage and deployment solutions contributed to greater workflow efficiency and security.• Conducted a post-deployment analysis and provided strategic recommendations for continuous improvement, highlighting the importance of code reengineering and full CI/CD implementation. These recommendations are aimed at ensuring the project's sustainability and future expansion in a rapidly advancing technological environment.

• Spearheaded the migration of user authentication services for SICEX, a leading platform offering subscription-based access to import and export declarations from 60 countries, from Auth0 to Azure Active Directory. This strategic move was aimed at consolidating the platform's infrastructure services under Azure, enhancing system integration and security.• Designed and implemented a seamless integration process that connected Azure Active Directory with SICEX's primary infrastructure provider, Azure, ensuring a smooth transition with zero downtime for users. This integration improved authentication processes, providing a more robust and secure user experience.• Led a comprehensive analysis of the existing authentication system, identifying inefficiencies and areas for improvement. This involved evaluating the operational and security aspects of Auth0 and comparing them with the capabilities of Azure Active Directory.• Developed custom authentication flows and policies to match the specific needs of SICEX's diverse user base, incorporating advanced security measures and compliance with international data protection regulations.• Achieved a 70% reduction in authentication system costs by migrating to Azure Active Directory, leveraging the cost efficiencies of integrating more closely with the platform's main infrastructure services. This significant cost saving was realized without compromising on system security or user access reliability.

• Played a pivotal role at Likemetric SAS, a startup revolutionizing the construction and marketing of residential complexes by developing a comprehensive platform to streamline operations.• Led the development of one of the platform's most robust modules, focusing on project budget management and control. This module significantly enhanced the platform's ability to provide real-time financial insights and budget oversight for construction projects.• Engineered a proprietary library that revolutionized backend operations, improving database query efficiency by an impressive 85%. This development drastically reduced the lines of code needed for performing complex loop-based operations, thereby optimizing backend performance and maintainability.• Collaborated closely with the engineering team to design and implement a scalable architecture, adopting coding standards that elevated the quality and consistency of the platform's codebase. This initiative fostered a collaborative environment and set a high standard for future development.• Worked hand-in-hand with the UX/UI team to devise and implement a design system for frontend components, ensuring a cohesive and user-friendly interface across the platform. This system streamlined the development process and enhanced the user experience by providing a consistent look and feel

• Led the transformation of foreign trade data handling at Quintero Hermanos, significantly enhancing the operation, processing, and accessibility of large datasets. This initiative dramatically improved data-driven decision-making capabilities for the company.• Championed cost reduction strategies that streamlined operations, resulting in significant operational savings while maintaining high standards of information quality.• Successfully implemented an AI-based classification model that automatically identifies HS tariff codes from product descriptions. This was particularly valuable for handling data from countries that do not provide the code, significantly enhancing the accuracy and completeness of the trade data.• Developed and deployed a clustering model aimed at unifying trade entity names, attempting to codify company names in the U.S. maritime import manifest information. This model greatly improved data consistency and facilitated more accurate trade analysis by minimizing discrepancies in company identification.• Spearheaded the automation of key processes and digitization of document workflows, leveraging cutting-edge technologies to increase efficiency and reduce manual errors. • Oversaw the implementation of cloud infrastructure solutions utilizing both AWS and Azure platforms, which enhanced data storage, processing, and scalability.• Enhanced the usability of research tools, making it easier for users to access and analyze foreign trade data. This involved redesigning user interfaces and improving the overall user experience, thereby boosting productivity and user satisfaction.• Improved monitoring and control mechanisms for information operators, ensuring data integrity and compliance with regulatory standards. • Cultivated a culture of innovation within the development team, encouraging the exploration of new technologies and methodologies to further enhance data management and processing capabilities.

• Pioneered the development of Audiomu, an innovative platform designed to empower music creators by facilitating the commercialization of their works. Audiomu emerged as a pivotal marketplace where authors and content creators could seamlessly find and license music for their videos, addressing a significant gap in the creative industry.• Conducted comprehensive requirement analysis to understand the needs of music creators and content producers, ensuring the platform's features precisely met these user demands. This foundational work was critical in defining the project's scope and objectives.• Led the project planning and execution, adopting agile methodologies to ensure timely delivery while maintaining high standards of quality and user experience. My leadership ensured that the project remained on track, from initial concept through to launch.• Collaborated with a UI design team, working closely to create an intuitive and aesthetically pleasing user interface. This collaboration was instrumental in enhancing user engagement and satisfaction, making Audiomu not just functional but also visually appealing and easy to navigate.• Introduced innovative tools within the platform, significantly simplifying the process for authors to license their music and for content creators to find the perfect tracks for their projects.

• Played a pivotal role in the development of a groundbreaking application for the management and monitoring of Colombia's free trade agreements (FTAs) with the world. This innovative solution provided a comprehensive platform to assess the impact of FTAs on Colombia's imports, exports, and domestic consumption of agricultural products.• Led the design and implementation of features that allowed users to access verifiable and accurate data on trade flows, significantly enhancing the country's ability to make informed policy decisions. This marked a departure from reliance on hypotheses, introducing a data-driven approach to trade analysis.• Implemented data visualization tools within the application, enabling stakeholders to easily comprehend complex trade data and its implications on the agricultural sector. This feature was crucial in facilitating strategic discussions and planning.• Collaborated closely with government officials and agricultural stakeholders to ensure the application met diverse needs and requirements, fostering an inclusive approach to trade policy development.• Engineered an automated process for the regular update of trade information, leveraging APIs and custom scripts to seamlessly integrate data from various external sources. This automation ensured timely, efficient, and accurate data refreshes, crucial for ongoing analysis and decision-making within the application. It eliminated manual data entry, reducing potential errors and significantly improving the application's reliability and utility for stakeholders.