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

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.

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Experience Level

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.

Education

MSc Data Science & Advanced Analytics (Honours) at Nova IMS, Lisbon
January 1, 2023 - January 1, 2025
BEng Computer & Electronic Engineering (Honours) at University of Galway
January 1, 2017 - January 1, 2021
MSc Data Science & Advanced Analytics (Honours Degree) at Nova IMS, Lisbon
January 1, 2023 - January 1, 2025
BEng Computer & Electronic Engineering (Honours Degree) at University of Galway, Galway
January 1, 2017 - January 1, 2021

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet, Manufacturing, Professional Services