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Hi, I'm Emil Barbuta, an innovative Machine Learning Engineer with over 7 years of experience building and implementing advanced ML solutions that truly deliver measurable business value. I specialize in deep learning systems, data processing optimization, and cloud-based architectures, translating cutting-edge research into scalable, real-world applications. I have a proven track record of enhancing operational efficiencies and accelerating innovation in healthcare through AI-driven automation. I enjoy collaborating with teams, onboarding new talent, and continually pushing the boundaries of what's possible with AI and data science.…Hi, I'm Emil Barbuta, an innovative Machine Learning Engineer with over 7 years of experience building and implementing advanced ML solutions that truly deliver measurable business value. I specialize in deep learning systems, data processing optimization, and cloud-based architectures, translating cutting-edge research into scalable, real-world applications. I have a proven track record of enhancing operational efficiencies and accelerating innovation in healthcare through AI-driven automation. I enjoy collaborating with teams, onboarding new talent, and continually pushing the boundaries of what's possible with AI and data science.

Emil Barbuta

Data Scientist, AI Engineer, Developer, +1

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Hi, I'm Emil Barbuta, an innovative Machine Learning Engineer with over 7 years of experience building and implementing advanced ML solutions that truly deliver measurable business value. I specialize in deep learning systems, data processing optimization, and cloud-based architectures, translating cutting-edge research into scalable, real-world applications. I have a proven track record of enhancing operational efficiencies and accelerating innovation in healthcare through AI-driven automation. I enjoy collaborating with teams, onboarding new talent, and continually pushing the boundaries of what's possible with AI and data science.…Hi, I'm Emil Barbuta, an innovative Machine Learning Engineer with over 7 years of experience building and implementing advanced ML solutions that truly deliver measurable business value. I specialize in deep learning systems, data processing optimization, and cloud-based architectures, translating cutting-edge research into scalable, real-world applications. I have a proven track record of enhancing operational efficiencies and accelerating innovation in healthcare through AI-driven automation. I enjoy collaborating with teams, onboarding new talent, and continually pushing the boundaries of what's possible with AI and data science.

Available to hire

Hi, I’m Emil Barbuta, an innovative Machine Learning Engineer with over 7 years of experience building and implementing advanced ML solutions that truly deliver measurable business value. I specialize in deep learning systems, data processing optimization, and cloud-based architectures, translating cutting-edge research into scalable, real-world applications.

I have a proven track record of enhancing operational efficiencies and accelerating innovation in healthcare through AI-driven automation. I enjoy collaborating with teams, onboarding new talent, and continually pushing the boundaries of what’s possible with AI and data science.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Work Experience

Machine Learning Engineer | Data Scientist at Aignostics

June 1, 2021 - Present

Architected and refactored ML processes for a *omics-based target identification system, transforming proprietary workflows into a standardized Python library. Led cross-functional initiative to implement comprehensive end-to-end testing for distributed ML pipelines across cloud infrastructure, coordinating with 5 teams to improve system reliability and reduce deployment failures. Executed comprehensive data analysis on large-scale medical cohorts for contract research, including training and optimizing deep neural networks, and developing a novel bias mitigation algorithm for scanned medical images.

Deep Learning Engineer | Data Scientist at Oxford Nanoimaging

April 30, 2021 - July 21, 2025

Engineered an active learning AI system that automatically identified critical biological features, reducing scientists' data analysis time by at least 10X. Improved ML team productivity by establishing a robust CI/CD pipeline and expanding test coverage to 90%. Collaborated with application scientists and R&D to integrate diverse datasets, enhancing model accuracy by over 10%. Conducted extensive research on instance segmentation and federated learning techniques that enhanced smart microscope capabilities and informed technical roadmap decisions.

Research Engineer & Intern at Robert Bosch

September 30, 2017 - July 21, 2025

Developed two novel CNN-based computer vision systems for 3D scene reconstruction from stereo images, utilizing custom architectures and loss functions. Achieved performance exceeding departmental analytical benchmarks in accuracy and smoothness, comparable to top-10 KITTI benchmark submissions.

Mathematics / Data Science / Programming Tutor at Tutorful

August 31, 2018 - July 21, 2025

Delivered personalized instruction from GCSE through postgraduate level, helping students achieve target exam grades and develop strong conceptual understanding. Received substantial positive feedback and recommendations.