Ovidiu Miron
Machine Learning Engineer @Innovid
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WORK HISTORY
Machine Learning Engineer @Innovid
Edinburgh, GB
Design and operate cloud-native machine learning infrastructure on AWS with a focus on scalability, reliability, and cost efficiency.• Collaborate closely with data science, product, and platform teams to evolve core metrics, improve model accuracy, and optimise large-scale data workflows.• Lead development of high-performance data processing systems that power large-scale advertising measurement and analytics pipelines.Project: Machine Learning Platform & Experimentation Framework• Designed and built a reusable ML framework enabling data scientists to rapidly build, test, and deploy models with minimal engineering overhead.• Standardised feature extraction, training pipelines, validation workflows, and model deployment using Amazon SageMaker.• Enabled faster experimentation cycles and safer production rollouts through versioned datasets, model tracking, and automated promotion workflows.Tech: Python • AWS • SageMaker • Distributed Data Processing • Machine Learning Pipelines•
EDUCATION
Codecs
Project Manager, Proiect Management MZT865
University of Bucharest
Computer Science
SKILLS
ABOUT OVIDIU MIRON
With over 20 years of software development experience and more than 7 years in team leadership roles. Skilled in back-end development, infrastructure, and Site Reliability Engineering (SRE). Passionate about solving complex problems at scale. Proven ability to lead teams in platform development and system integration while mentoring and building efficient, high-performing teams.Key Achievements- Developed an Event Sourcing Platform capable of handling high traffic, now used company-wide- Built high-traffic APIs that are crucial to business operations- Created a service that enables seamless data integration and transfer between Smartsheet and other platforms, automating workflows and significantly enhancing operational efficiency.
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