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Hi, I’m Eduardo Ezponda Igea. I’m an AI engineer focused on building production-grade machine learning systems. I develop with Python, SQL, and cloud-based data infrastructure, with a strong applied data science background and solid software engineering foundations in backend APIs, automated testing, and system design. I hold certifications across the AI and cloud stack (Anthropic, AWS, IBM) and enjoy applying agentic workflows and AI-native tooling to accelerate execution and deliver clear business impact. In my current role, I’m embedded at BBVA through Management Solutions, designing credit-scoring models and managing the end-to-end ML lifecycle, from exploration and feature engineering to model validation and deployment on AWS. I’ve also done frontend migration work, built testable interfaces, and gained systems operations experience in consultative environments. I communicate technical outputs to non-technical stakeholders and translate business requirements into practical technical specs.…Hi, I’m Eduardo Ezponda Igea. I’m an AI engineer focused on building production-grade machine learning systems. I develop with Python, SQL, and cloud-based data infrastructure, with a strong applied data science background and solid software engineering foundations in backend APIs, automated testing, and system design. I hold certifications across the AI and cloud stack (Anthropic, AWS, IBM) and enjoy applying agentic workflows and AI-native tooling to accelerate execution and deliver clear business impact. In my current role, I’m embedded at BBVA through Management Solutions, designing credit-scoring models and managing the end-to-end ML lifecycle, from exploration and feature engineering to model validation and deployment on AWS. I’ve also done frontend migration work, built testable interfaces, and gained systems operations experience in consultative environments. I communicate technical outputs to non-technical stakeholders and translate business requirements into practical technical specs.

Eduardo Ezponda Igea

AI Engineer, Data Scientist, Back-End Developer, +2

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Hi, I’m Eduardo Ezponda Igea. I’m an AI engineer focused on building production-grade machine learning systems. I develop with Python, SQL, and cloud-based data infrastructure, with a strong applied data science background and solid software engineering foundations in backend APIs, automated testing, and system design. I hold certifications across the AI and cloud stack (Anthropic, AWS, IBM) and enjoy applying agentic workflows and AI-native tooling to accelerate execution and deliver clear business impact. In my current role, I’m embedded at BBVA through Management Solutions, designing credit-scoring models and managing the end-to-end ML lifecycle, from exploration and feature engineering to model validation and deployment on AWS. I’ve also done frontend migration work, built testable interfaces, and gained systems operations experience in consultative environments. I communicate technical outputs to non-technical stakeholders and translate business requirements into practical technical specs.…Hi, I’m Eduardo Ezponda Igea. I’m an AI engineer focused on building production-grade machine learning systems. I develop with Python, SQL, and cloud-based data infrastructure, with a strong applied data science background and solid software engineering foundations in backend APIs, automated testing, and system design. I hold certifications across the AI and cloud stack (Anthropic, AWS, IBM) and enjoy applying agentic workflows and AI-native tooling to accelerate execution and deliver clear business impact. In my current role, I’m embedded at BBVA through Management Solutions, designing credit-scoring models and managing the end-to-end ML lifecycle, from exploration and feature engineering to model validation and deployment on AWS. I’ve also done frontend migration work, built testable interfaces, and gained systems operations experience in consultative environments. I communicate technical outputs to non-technical stakeholders and translate business requirements into practical technical specs.

Available to hire

Hi, I’m Eduardo Ezponda Igea. I’m an AI engineer focused on building production-grade machine learning systems. I develop with Python, SQL, and cloud-based data infrastructure, with a strong applied data science background and solid software engineering foundations in backend APIs, automated testing, and system design. I hold certifications across the AI and cloud stack (Anthropic, AWS, IBM) and enjoy applying agentic workflows and AI-native tooling to accelerate execution and deliver clear business impact.

In my current role, I’m embedded at BBVA through Management Solutions, designing credit-scoring models and managing the end-to-end ML lifecycle, from exploration and feature engineering to model validation and deployment on AWS. I’ve also done frontend migration work, built testable interfaces, and gained systems operations experience in consultative environments. I communicate technical outputs to non-technical stakeholders and translate business requirements into practical technical specs.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Language

Spanish; Castilian

Fluent

English

Fluent

French

Advanced

Work Experience

AI Engineer at Management Solutions

July 1, 2025 - Present

Embedded at BBVA through Management Solutions, designing and deploying credit-scoring models and managing the end-to-end ML lifecycle from EDA and feature engineering to model validation and deployment on AWS (SageMaker). Built agentic AI workflows and RAG-based systems to automate analytical tasks and adapt system complexity to business needs. Performed large-scale data analysis using SQL and PySpark, diagnosing data quality issues and supporting model calibration under strict risk governance standards. Communicated model outputs to product owners and risk teams, translating business requirements into technical specifications for non-technical stakeholders.

Junior Software Developer at Splorotech

September 1, 2024 - December 1, 2024

Owned backend adaptations for Kronis during its frontend migration from Django to Next.js, restructuring API responses to align with the new architecture. Developed a web interface to interact with the API and implemented unit tests to validate correctness. Set up the local development environment using Docker, configuring PostgreSQL and Redis containers to support testing and deployment workflows.

Junior Systems Assistant at CYC

June 1, 2024 - August 1, 2024

Gained hands-on exposure to systems and IT operations in a consulting environment. Built advanced Excel solutions including VBA macros, automated reporting workflows, and pivot table dashboards to improve operational efficiency across internal and client-facing processes.