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Raul Garcia
Ai Data Engineer @Ledco
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WORK HISTORY
Ai Data Engineer @Ledco
Mexico City, MX
Leading the development of a SaaS-based market intelligence platform for the North American commercial LED industry. Designed and implemented a Proof of Concept (PoC) focused on scalable, event-driven data architecture, leveraging automated streaming data pipelines and Snowflake as a cloud data warehouse for analytical processing and scoring logic.Engineered a proprietary scoring model to simplify complex lighting specifications into actionable procurement insights, transforming unstructured technical data into standardized, analytics-ready datasets.Architected scalable data workflows, ensuring performance, reliability, and extensibility of the platform. Led product strategy, UX direction, and technical roadmap execution, positioning LEDCO as a data-driven procurement intelligence solution for industry stakeholders.
EDUCATION
Universidad del Valle de México
Bachelor of Applied Science - BASc, Industrial Engineering
ABOUT RAUL GARCIA
Together build data products that turn complexity into clarity.I’m a Head of AI Data Engineering focused on designing platforms and solutions where analytics, automation, and product thinking converge to solve real business problems. My work sits at the intersection of data engineering, SaaS development, and market intelligence — transforming raw information into decision-ready insights.Currently, I’m the AI and data head of LEDCO México a data-driven platform bringing intelligence to commercial lighting decisions across North America. The product combines automated data pipelines, interactive analytics, and intelligent product comparison to simplify procurement and uncover hidden value across technical specifications.Beyond building platforms, I’m passionate about:• Designing scalable data architectures• Creating analytics experiences that people actually use• Bridging business strategy with data engineering• Turning domain complexity into intuitive digital products• Exploring how automation reshapes decision-makingI’m always open to connecting with data professionals interested in analytics-driven platforms, market intelligence, and product innovation.
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