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I'm a Data Scientist with 4+ years of experience building and deploying production-grade machine learning systems across computer vision, time-series analysis, and predictive analytics. I have a strong background in Python, SQL, and deep learning, with hands-on experience deploying models in real-time and resource-constrained environments. I have a proven track record of translating business and engineering problems into scalable data products in distributed Agile teams. I'm an EU citizen with remote work experience.…I'm a Data Scientist with 4+ years of experience building and deploying production-grade machine learning systems across computer vision, time-series analysis, and predictive analytics. I have a strong background in Python, SQL, and deep learning, with hands-on experience deploying models in real-time and resource-constrained environments. I have a proven track record of translating business and engineering problems into scalable data products in distributed Agile teams. I'm an EU citizen with remote work experience.

Cathal O'Dwyer

Data Scientist, AI Engineer, Full Stack Developer, +3

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I'm a Data Scientist with 4+ years of experience building and deploying production-grade machine learning systems across computer vision, time-series analysis, and predictive analytics. I have a strong background in Python, SQL, and deep learning, with hands-on experience deploying models in real-time and resource-constrained environments. I have a proven track record of translating business and engineering problems into scalable data products in distributed Agile teams. I'm an EU citizen with remote work experience.…I'm a Data Scientist with 4+ years of experience building and deploying production-grade machine learning systems across computer vision, time-series analysis, and predictive analytics. I have a strong background in Python, SQL, and deep learning, with hands-on experience deploying models in real-time and resource-constrained environments. I have a proven track record of translating business and engineering problems into scalable data products in distributed Agile teams. I'm an EU citizen with remote work experience.

Available to hire

I’m a Data Scientist with 4+ years of experience building and deploying production-grade machine learning systems across computer vision, time-series analysis, and predictive analytics. I have a strong background in Python, SQL, and deep learning, with hands-on experience deploying models in real-time and resource-constrained environments.

I have a proven track record of translating business and engineering problems into scalable data products in distributed Agile teams. I’m an EU citizen with remote work experience.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Work Experience

Data Scientist & Computer Engineer at TireCheck

January 1, 2020 - Present

Engineered end-to-end ML pipelines and predictive models using Python and SQL, delivering actionable insights that optimized engineering workflows and reduced manual inspection effort by 40%. Designed and deployed production-grade computer vision systems that combine OCR and CNN-based defect detection, achieving 98.83% classification accuracy. Optimized sensor-data classification models using C++ for real-time deployment in resource-constrained environments, enabling sub-100ms inference times. Collaborated with distributed engineering and product teams across multiple locations in remote Agile environments and implemented CI/CD pipelines for model deployment.