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I am an AI Engineer and ML specialist with 10+ years of experience designing predictive models, building automation pipelines, and integrating AI solutions into complex engineering and business workflows. I develop Python-based machine learning systems, workflow automation tools, and generative AI applications to extract insights from large datasets and accelerate decision-making. I have hands-on experience in predictive analytics, model deployment, backend Python development, and cross-functional collaboration to translate technical solutions into real operational value. I thrive working with engineering and analytics teams to deploy AI solutions that drive measurable improvements across vehicle development and product programs.…I am an AI Engineer and ML specialist with 10+ years of experience designing predictive models, building automation pipelines, and integrating AI solutions into complex engineering and business workflows. I develop Python-based machine learning systems, workflow automation tools, and generative AI applications to extract insights from large datasets and accelerate decision-making. I have hands-on experience in predictive analytics, model deployment, backend Python development, and cross-functional collaboration to translate technical solutions into real operational value. I thrive working with engineering and analytics teams to deploy AI solutions that drive measurable improvements across vehicle development and product programs.

Edgar Quinto Campos

AI Engineer, Data Scientist, AI Developer, +3

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I am an AI Engineer and ML specialist with 10+ years of experience designing predictive models, building automation pipelines, and integrating AI solutions into complex engineering and business workflows. I develop Python-based machine learning systems, workflow automation tools, and generative AI applications to extract insights from large datasets and accelerate decision-making. I have hands-on experience in predictive analytics, model deployment, backend Python development, and cross-functional collaboration to translate technical solutions into real operational value. I thrive working with engineering and analytics teams to deploy AI solutions that drive measurable improvements across vehicle development and product programs.…I am an AI Engineer and ML specialist with 10+ years of experience designing predictive models, building automation pipelines, and integrating AI solutions into complex engineering and business workflows. I develop Python-based machine learning systems, workflow automation tools, and generative AI applications to extract insights from large datasets and accelerate decision-making. I have hands-on experience in predictive analytics, model deployment, backend Python development, and cross-functional collaboration to translate technical solutions into real operational value. I thrive working with engineering and analytics teams to deploy AI solutions that drive measurable improvements across vehicle development and product programs.

Available to hire

I am an AI Engineer and ML specialist with 10+ years of experience designing predictive models, building automation pipelines, and integrating AI solutions into complex engineering and business workflows. I develop Python-based machine learning systems, workflow automation tools, and generative AI applications to extract insights from large datasets and accelerate decision-making.

I have hands-on experience in predictive analytics, model deployment, backend Python development, and cross-functional collaboration to translate technical solutions into real operational value. I thrive working with engineering and analytics teams to deploy AI solutions that drive measurable improvements across vehicle development and product programs.

Skills

Experience Level

Python

Expert

AWS

Expert

TensorFlow

Expert

Language

English

Fluent

Spanish; Castilian

Fluent

French

Advanced

Work Experience

AI Engineer / Methods Engineer at Honda R&D Americas – Digital Innovation Department

January 1, 2024 - Present

Developed Python-based machine learning models achieving ~95% predictive accuracy for early performance risk detection. Built automated data pipelines for ingestion, preprocessing, model training, and visualization. Integrated generative AI tools to accelerate data analysis and workflow automation. Migrated analytics infrastructure to AWS cloud environments, improving scalability and collaboration. Collaborated with engineering and analytics teams to deploy AI solutions supporting decision-making across vehicle development programs.

Virtual Validation Engineer (Analytics & Data Science) at Rivian

January 1, 2023 - January 1, 2024

Applied machine learning and analytics techniques to evaluate simulation results and support vehicle validation activities. Performed data-driven analysis of large simulation datasets to support early risk identification. Collaborated with cross-functional teams to translate analytical insights into engineering recommendations. Supported development of predictive models improving simulation interpretation and decision speed.

Senior Virtual Design & Validation Engineer at General Motors

January 1, 2015 - January 1, 2023

Led analytics and modeling initiatives using simulation and testing data to support product development decisions. Developed Python automation tools reducing analysis time by more than 20%. Built statistical models and DOE frameworks for evaluating system performance variability. Designed algorithms to optimize system performance using multi-variable analytics. Communicated analytical findings to engineering leadership and cross-functional stakeholders.

Senior Technical Specialist – Data Analytics & Simulation at Roush Industries

January 1, 2013 - January 1, 2015

Performed advanced analytics and modeling on durability and testing datasets. Automated preprocessing and analytics workflows reducing analysis preparation time by 87%. Developed predictive models to identify performance trends and failure risks. Delivered analytics insights and reports supporting engineering and business decisions.