Recommended expert
Natalia Pavlovskaia-Senior Computer Vision Engineer
Check rate
Experience
Jan 2026 - Jun 2026
6 monthsGermany
Senior Computer Vision Engineer
Dandy
Position Summary
Senior Computer Vision Engineer at Dandy
Industries
Healthcare
Business Areas
Information Technology
Product Development
Research and Development
- Developed point cloud classification and segmentation models for dental applications.
- Designed domain adaptation techniques that improved F1 score by 0.1 on a new clinical domain.
- Worked with 3D geometric data and production-scale ML pipelines.
Nov 2022 - May 2025
2 years 7 monthsBerlin, Germany
Deep Learning Engineer
audatic.ai
Position Summary
Deep Learning Engineer at audatic.ai
Industries
Healthcare
Business Areas
Information Technology
Product Development
Research and Development
- Speech enhancement for a hearing aid using TensorFlow.
- Target speaker extraction by voice sample/direction.
- Developed speech enhancement and target speaker extraction models for hearing aids, improving speech intelligibility in noisy environments.
- Reduced model size and inference cost using quantization, NAS, and knowledge distillation for deployment on hearing-aid hardware.
Apr 2020 - Jul 2022
2 years 4 monthsLarnaca, Cyprus
Machine Learning Specialist
Giant.ai
Position Summary
Machine Learning Specialist at Giant.ai
Industries
Information Technology
Manufacturing
Business Areas
Information Technology
Product Development
Research and Development
- Developed perception systems using contrastive learning, autoencoders, and 3D pose estimation for a humanoid manipulation robot.
- Built sensor fusion pipelines robust to failures of up to 50% of available sensors.
- Developed dynamics models improving simulation fidelity and increasing manipulation success by 5%.
- Optimized robot control systems, increasing execution speed by 3.3x.
- Delivered manipulation policies with >90% success rates using reinforcement learning and behavioral cloning.
Jul 2019 - Apr 2020
10 monthsSaint Petersburg, Russian Federation
Research Scientist (Computer Vision)
Speech Technology Center
Position Summary
Research Scientist (Computer Vision) at Speech Technology Center
Industries
Information Technology
Business Areas
Information Technology
Product Development
Research and Development
- Passive face antispoofing task.
- Data collection (academic data, scraping, crowd-sourcing).
- Deep learning model implementation and training using PyTorch.
- Moving and testing the trained models in C++ compatible format.
- Developed an end-to-end demonstration system, including model deployment and frontend integration.
- Led development of domain adaptation methods that reduced HTER by 10%.
Jul 2018 - Aug 2018
2 monthsSaint Petersburg, Russian Federation
Computer Vision Intern
Neuromation
Position Summary
Computer Vision Intern at Neuromation
Industries
Information Technology
Retail
Business Areas
Information Technology
Product Development
Research and Development
- Developed a scalable classification system of retail products that automatically recognizes the products’ SKUs on a supermarket’s shelf.
- Image retrieval.
- Achieved classification accuracy at 96% level.
Jan 2011 - Dec 2017
7 yearsSaint Petersburg, Russian Federation
Software Testing Engineer
Position Summary
Software Testing Engineer
Industries
Banking and Finance
Information Technology
Business Areas
Information Technology
Quality Assurance
Research and Development
- Deutsche Bank, 2015–2017.
- Yandex, 2013–2015.
- OOOROLIS, 2011–2013.
- QA engineer and team lead responsible for Java-based test automation and quality assurance.
- Managed a team of 3 engineers before transitioning into machine learning and computer vision.
Jan 2008 - Dec 2010
3 yearsSaint Petersburg, Russian Federation
Junior Researcher
The Central Astronomical Observatory of the RAS at Pulkovo
Position Summary
Junior Researcher at The Central Astronomical Observatory of the RAS at Pulkovo
Industries
Space Exploration
Business Areas
Research and Development
Deep Learning Engineer
Freelance
Position Summary
Deep Learning Engineer at Freelance
Industries
Healthcare
Information Technology
Real Estate
Business Areas
Information Technology
Research and Development
- Asthma condition prediction for the patients on the next day. F1 > 0.7
- Image search and retrieval in several projects, including de-duplication of real-estate ads.
Industry Experience
See where this freelancer has spent most of their professional time.
Experienced in Information Technology, Banking and Finance, Healthcare, Space Exploration, and Manufacturing.
Information Technology
Banking and Finance
Healthcare
Space Exploration
Manufacturing
Business Area Experience
See which departments and functions this freelancer has contributed to most.
Experienced in Research and Development, Information Technology, Quality Assurance, and Product Development.
Research and Development
Information Technology
Quality Assurance
Product Development
Summary
Senior Deep Learning Engineer with 6+ years of experience in computer vision, speech processing, reinforcement learning, and point cloud analysis.
Experienced in PyTorch and TensorFlow.
Languages
Russian
NativeEnglish
AdvancedGerman
IntermediateEducation
Oct 2017 - Jun 2019
Higher School of Economics & Skoltech
Master, Statistical learning theory · Moscow, Russian Federation
Oct 2004 - Jun 2009
Saint-Petersburg State University
Master, Astronomy · Saint Petersburg, Russian Federation
Statistics
Experience
Total positions 8
Experience in Information Technology 10 y
Avg length 2 y
Longest experience 6 y 11 m
Global Experience
Countries worked in 3 (Russian Federation, Germany, Cyprus)
Primary country Russian Federation
Expertise
Recent roles Senior Computer Vision Engineer, Deep Learning Engineer, Machine Learning Specialist
Main industries Information Technology, Banking and Finance, Healthcare
Main business areas Research and Development, Information Technology, Quality Assurance
Qualifications
Highest degree Master
Profile
Created
Frequently asked questions
Have questions? Find more information here.
Natalia speaks the following languages: Russian (Native), English (Advanced), German (Intermediate).
Natalia has at least 16 years of experience. During this time, Natalia has worked in at least 7 different roles and for 6 different companies. The average length of individual experience is 2 years and 3 months. Note that Natalia may not have shared all experience and actually has more experience.
Based on recent experience, Natalia would be well-suited for roles such as: Senior Computer Vision Engineer, Deep Learning Engineer, Machine Learning Specialist.
Natalia's most recent position is Senior Computer Vision Engineer at Dandy.
In recent years, Natalia has worked for Dandy, audatic.ai, and Giant.ai.
Natalia is most experienced in industries like Information Technology, Banking and Finance, and Healthcare. Natalia also has some experience in Space Exploration, Manufacturing, and Retail.
Natalia is most experienced in business areas like Research and Development, Information Technology, and Quality Assurance. Natalia also has some experience in Product Development.
Natalia has recently worked in industries like Healthcare, Information Technology, and Manufacturing.
Natalia has recently worked in business areas like Information Technology, Product Development, and Research and Development.
Natalia holds a Master from Higher School of Economics & Skoltech and a Master from Saint-Petersburg State University.
Natalia is immediately available for suitable projects.
Natalia's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.
To hire Natalia, click the Meet button on the profile to request a meeting and discuss your project needs.
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