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Vladimir Georgiev

@vladimirgeorgiev

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Senior machine learning engineer leading vision & robotics systems to production impact.

Bulgaria

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What I'm looking for

I’m looking for a role where I can own vision/robotics ML end to end, turn research into reliable production platforms, and partner with product and business to define technical direction while mentoring teams.

I’m a Senior Machine Learning Engineer focused on vision and robotics, with strong solution architecture and execution across complex AI systems. I take system-level ownership of ML pipelines and turn vision-action models into reliable production platforms.

At Ocado, I’ve helped execute robotic arm orders at scale for major online grocery retailers. I empower teams to productionize complex ML, while facilitating alignment between engineering decisions, product goals, and business constraints.

As a Founding ML & MLOps Engineer at Efemarai, I architected an end-to-end ML CI/CD platform. I defined standards for model evaluation, retraining, and robustness testing, bringing research from vision, language models, and multimodal work into production.

I’ve also led architecture and infrastructure redesign as a TeamLead, including hiring, mentoring, planning, and performance management—while improving cost and enabling safe, actionable learning from failure. Earlier roles spanned large-scale data migrations, ML systems, automation testing infrastructure, and founding a learning system that grew to 150,000+ learners.

Experience

Work history, roles, and key accomplishments

Current

Senior ML Engineer (Vision & Robotics)

Current

Ocado

Jan 2024 - Present (2 years 7 months)

Executed robotic arm orders at scale for major online grocery retailers. Built and operationalized vision-action models for autonomous robot control and owned system-level ML pipelines while aligning engineering, product, and business priorities.

TensorFlow Python GCP BigQuery Computer Vision Robotics Deployment

Founding ML & MLOps Engineer

Efemarai

Jan 2021 - Jan 2024 (3 years)

Architected an end-to-end ML CI/CD platform and defined standards for model evaluation, retraining, and robustness testing. Brought research from vision, language models, and multimodal work into production by partnering with customers and internal teams.

PyTorch Python MLOps ML CI CD Model Evaluation Robustness Retraining Pipelines Computer Vision

Team Lead

Concep

Jan 2018 - Jan 2020 (2 years)

Led architecture and infrastructure redesign, including hiring, mentoring, planning, and performance management. Transitioned the team to fully remote work and drove team and system optimization to reduce costs.

.NET Framework C++Containerization Database Design Architecture Infrastructure Design CI Pipelines Team Leadership Cost Optimization

Senior Software Engineer

Concep

Jan 2017 - Jan 2018 (1 year)

Led multiple client-facing platforms by owning architecture and technical execution across integrations and deployments. Built CRM-to-email marketing integrations and designed automated deployment and migration pipelines moving data from SQL Server and DynamoDB to PostgreSQL.

C++.NET Framework PostgreSQL SQL Server Computer Vision Reinforcement Learning DynamoDB

Software Engineer

MentorMate

Jan 2015 - Jan 2017 (2 years)

Developed enterprise software platforms for sales enablement and medical insurance domains and owned technical infrastructure and CI pipelines for multiple products. Supported QA by designing and maintaining automation testing infrastructure and contributing to ML robustness testing.

CI Pipelines Software Engineering Test Infrastructure Enterprise Systems Infrastructure Ownership Sales Enablement

Founding Engineer & Principal Trainer

SoftUni

Jan 2013 - Jan 2015 (2 years)

Founded and built the Software University learning system and served as principal technical trainer delivering courses on programming fundamentals, web development, and full-stack engineering. Helped shape the curriculum for an organization that grew to 150,000+ learners.

Curriculum Design Web Development Full Stack Engineering Training Delivery Software Engineering