Natalia Pavlovskaia
My main areas of expertise are computer vision speech processing time series analysis I enjoy reading scientific papers to delve deeply into a topic, while also being pragmatic enough to utilize existing solutions…
About
My main areas of expertise are
- computer vision
- speech processing
- time series analysis
I enjoy reading scientific papers to delve deeply into a topic, while also being pragmatic enough to utilize existing solutions whenever possible.
- 15 years' experience
- Joined July 2025
Languages
- RussianFluent
- EnglishFluent
- GermanAdvanced
Industry experience
- Software & Internet
- Healthcare
- Manufacturing
- Retail
- Financial Services
- Professional Services
- Consumer Goods
- Education
- Media & Entertainment
More experts in Berlin, Germany
Work experience· 7 roles
Worked on speech enhancement for hearing aids using Tensorflow, including target speaker extraction, speech enhancement (denoising), and model compression techniques such as knowledge distillation and low rank factorization.
Developed humanoid robot tasks like pick and place using reinforcement learning. Focused on perception with autoencoders, contrastive learning, and 3D object pose estimation achieving over 90% success rate. Implemented sensor fusion, created dynamic models improving simulation success rate by 5%, behavioral cloning with above 90% success for various tasks, and improved robot speed by 3.3 times.
Handled passive face antispoofing tasks including data collection, deep learning model implementation and training with Pytorch, model conversion to C++ compatible format, and front-end demo creation. Led domain adaptation improving HTER by 10%.
Education· 8
Certifications and awards
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