Martin Alegría

Leading regional AI strategy using Python, Machine Learning, and Deep Learning, Generative AI to architect scalable solutions on OCI.

• ● AI Strategy & Execution: Leading regional AI/ML initiatives using Python and Deep Learning to build scalable solutions on OCI.
• ● Advanced Modeling: Designing high-impact Machine Learning pipelines and Generative AI architectures for strategic accounts.
• ● Technical Leadership: Driving MLOps excellence and technical advisory to transform complex business needs into data-driven ROI.

Managed multidisciplinary teams to deliver end-to-end Machine Learning pipelines and AI-driven business growth across Latin America.

• ● Strategic Leadership: Spearheaded AI/ML roadmaps for the Latin American region, aligning data initiatives with regional commercial targets and OCI growth.
• ● Team Management: Led and mentored a multidisciplinary team of Data Scientists and Engineers, implementing agile methodologies for high-impact delivery.
• ● Cloud Architecture: Oversaw the design and deployment of end-to-end ML pipelines on Oracle Cloud Infrastructure (OCI) using OCI Data Science and Autonomous Database.
• ● Stakeholder Management: Acted as a strategic advisor for C-level executives, translating complex business challenges into scalable AI-driven solutions.

Led the development of analytical tools and BI solutions to optimize sales operations, coordinating technical teams to implement strategic data architectures.

• ● Led the development of analytical tools and Business Intelligence solutions to optimize sales operations and commercial strategy in LAD.
• ● Coordinated technical teams to design and implement data architectures, enhancing data capture, advanced analysis, and strategic visualization.
• ● Transformed business processes by delivering high-impact dashboards and predictive models to drive data-driven decision-making in sales.
• ● Ensured the integrity and scalability of data solutions, aligning technical execution with regional business growth and operational efficiency.

Developed predictive models and automated data pipelines using Python and Machine Learning to drive data-driven decision-making and operational efficiency.

• ● Designed and deployed supervised and unsupervised Machine Learning models to solve complex business problems.
• ● Automated ETL processes and data workflows using Python to ensure high-quality inputs for analytical models.
• ● Performed advanced statistical analysis and feature engineering to improve algorithm accuracy and performance.
• ● Collaborated with stakeholders to translate technical findings into actionable strategic insights.

Developed strategic BI solutions and data-driven insights to identify new business opportunities and optimize sales performance in Oracle Colombia.

• ● Designed advanced dashboards and reporting systems to track KPIs and market trends for the sales organization.
• ● Leveraged Oracle technology stack to transform raw commercial data into actionable business intelligence.
• ● Collaborated with sales leaders to implement data-driven strategies for account growth and territory management.

Delivered specialized academic training in engineering and technology, leading the development of technical skills through the teaching of software architecture and databases.

Led the administration and optimization of high-availability Oracle Database environments, ensuring performance, security, and data integrity.

• ● Managed critical database infrastructure, implementing backup, recovery, and tuning strategies for peak performance.
• ● Led a technical team of DBAs to provide 24/7 support for mission-critical enterprise systems.
• ● Executed complex migrations and upgrades, maintaining compliance with global security and governance standards.

Oversaw the entire software development lifecycle and technical department, aligning engineering efforts with the company's strategic vision.

• ● Defined the technology roadmap and budget for the development department, driving innovation and efficiency.
• ● Managed and mentored engineering managers and developers to build a high-performing technical organization.

Provided expert consultancy on high-performance software architectures and complex database designs to optimize enterprise-level systems and scalability.

• ● Managed critical database infrastructure, implementing backup, recovery, and tuning strategies for peak performance.
• ● Led a technical team of DBAs to provide 24/7 support for mission-critical enterprise systems.
• ● Executed complex migrations and upgrades, maintaining compliance with global security and governance standards.

Engineered high-level software structures and technical standards to ensure the scalability and maintainability of enterprise-level platforms in PHP and .NET.

• ● Spearheaded the transition to modular and microservices-oriented architectures to support business growth.
• ● Established coding standards and best practices for the development team to ensure high-quality software delivery.
• ● Integrated complex third-party systems and APIs, ensuring seamless data flow and system interoperability.

Managed the end-to-end execution of software projects, ensuring delivery on time, within scope, and meeting quality requirements.

• ● Coordinated development teams and resources to achieve project milestones in agile environments.
• ● Translated functional business requirements into technical specifications for the engineering team.
• ● Managed technical risks and stakeholder expectations throughout the project lifecycle.

Designed and delivered custom web applications for various clients, managing both frontend and backend development.