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I'm Pavel Konovalov, a Senior Machine Learning Engineer with a long track record of building and deploying ML/CV/NLP solutions across research and production settings in Germany. I love turning complex data into practical, scalable systems and mentoring teams to adopt best practices. I thrive on solving hard problems, designing robust architectures, and staying up-to-date with the latest advances in ML/DL, CV, NLP, and data engineering. I'm proactive with stakeholders, experienced in Agile, estimation, sprint planning, code reviews, and driving end-to-end results.…I'm Pavel Konovalov, a Senior Machine Learning Engineer with a long track record of building and deploying ML/CV/NLP solutions across research and production settings in Germany. I love turning complex data into practical, scalable systems and mentoring teams to adopt best practices. I thrive on solving hard problems, designing robust architectures, and staying up-to-date with the latest advances in ML/DL, CV, NLP, and data engineering. I'm proactive with stakeholders, experienced in Agile, estimation, sprint planning, code reviews, and driving end-to-end results.

Pavel Konovalov

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I'm Pavel Konovalov, a Senior Machine Learning Engineer with a long track record of building and deploying ML/CV/NLP solutions across research and production settings in Germany. I love turning complex data into practical, scalable systems and mentoring teams to adopt best practices. I thrive on solving hard problems, designing robust architectures, and staying up-to-date with the latest advances in ML/DL, CV, NLP, and data engineering. I'm proactive with stakeholders, experienced in Agile, estimation, sprint planning, code reviews, and driving end-to-end results.…I'm Pavel Konovalov, a Senior Machine Learning Engineer with a long track record of building and deploying ML/CV/NLP solutions across research and production settings in Germany. I love turning complex data into practical, scalable systems and mentoring teams to adopt best practices. I thrive on solving hard problems, designing robust architectures, and staying up-to-date with the latest advances in ML/DL, CV, NLP, and data engineering. I'm proactive with stakeholders, experienced in Agile, estimation, sprint planning, code reviews, and driving end-to-end results.

Available to hire

I’m Pavel Konovalov, a Senior Machine Learning Engineer with a long track record of building and deploying ML/CV/NLP solutions across research and production settings in Germany. I love turning complex data into practical, scalable systems and mentoring teams to adopt best practices.

I thrive on solving hard problems, designing robust architectures, and staying up-to-date with the latest advances in ML/DL, CV, NLP, and data engineering. I’m proactive with stakeholders, experienced in Agile, estimation, sprint planning, code reviews, and driving end-to-end results.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Language

English

Fluent

German

Intermediate

Russian

Fluent

Work Experience

Senior Machine Learning Engineer at Byborg Enterprises

April 1, 2025 - Present

Responsible for all project stages, from collecting client requirements to post-production support. Identified milestones, decomposed tasks, and estimated time/complexity. Wrote extensive code with internal standards, conducted tests, fixed bugs, and optimized ML/DL models for target hardware. Documented code, repositories, and datasets; organized and led code reviews; planned DL experiments and established CI/CD. Proactively managed stakeholder expectations and explained technical nuances to non-technical audiences. Assessed SOTA SOtA solutions from papers and implemented the most promising approaches; followed advances in ML, CV, and DL to drive practical results.

Lead Computer Vision Software Engineer at C VisionLab

January 1, 2015 - September 1, 2022

Led CV software development across project life cycle, including requirements gathering, milestone planning, and post-production support. Authored substantial internal code, established coding standards, and conducted code reviews. Optimized ML/DL models for embedded platforms and cloud deployments; mentored engineers and drove solutions from concept to production. Planned ML/DL experiments, organized data collection/annotation, and extracted actionable insights for stakeholders.

Senior Computer Vision Software Engineer at C VisionLab

July 1, 2013 - December 1, 2014

Designed and implemented CV software solutions, advanced feature extraction, and performance optimizations for CV tasks. Mentored engineers, performed code reviews, and contributed to architectural decisions for scalable CV systems.

Computer Vision Software Engineer at C VisionLab

April 1, 2011 - June 1, 2013

Developed CV software components, contributed to embedded platforms, and supported end-to-end image/video processing pipelines. Led code development and testing efforts and collaborated on solution design.

Software Engineer at AVIAOK International

September 1, 2006 - March 1, 2011

Wrote a variety of C++ software components, implemented tests, and fixed bugs. Contributed to interactive information systems and maintenance documentation.