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Ricardo SalasRS
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Ricardo Salas

@ricardosalas1

Data Engineer at NXP Semiconductors who built a Python matching algorithm that improved campaign subchannel accuracy from 41% to ~99%.

Mexico
Message

At NXP Semiconductors, I lead data engineering and analytics engineering work for enterprise reporting and digital commerce. I own data pipelines, semantic model design, and BI governance for global business teams.

For the One Reporting Dashboard, I redesigned reporting experiences and defined KPI structures and layouts aligned with business requirements. I also maintained reporting architecture and supported governance and reliability initiatives.

I developed Python ETL workflows that load enterprise data into PostgreSQL, adding automated ingestion and validation controls. I also optimized Power BI semantic models, resolving filter propagation issues and improving DAX KPI calculations.

For digital commerce analytics, I built customer journey and funnel reporting solutions using Python ETL, Adobe Analytics APIs, dimensional modeling, and Power BI. I also built a campaign matching algorithm that improved campaign subchannel association accuracy from 41% to ~99%.

Experience

Work history, roles, and key accomplishments

NXP Semiconductors logoNS
Current

Data Engineer / Analytics Engineer

Jun 2024 - Present (2 years 4 months)

Lead data engineering and analytics engineering activities for enterprise reporting platforms and digital commerce analytics. Own end-to-end data pipelines, semantic model design, and BI governance for multiple global business teams.

Education

Degrees, certifications, and relevant coursework

Instituto Tecnológico de Estudios Superiores de Occidente (ITESO) logoII

Instituto Tecnológico de Estudios Superiores de Occidente (ITESO)

Diploma, Project Management

2023 - 2024

Completed a Project Management Diploma following the PMI methodology.

CINVESTAV Mexico logoCM

CINVESTAV Mexico

TAE, Machine Learning

2023 - 2024

Participated in the Highly Trained Talent Program focused on Machine Learning.

Instituto Tecnológico de Estudios Superiores de Occidente (ITESO) logoII

Instituto Tecnológico de Estudios Superiores de Occidente (ITESO)

B.Sc., Computational Systems Engineering

2018 - 2022

Earned a Bachelor of Science in Computational Systems Engineering.

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