Polina Leonteva Email & Phone Number

Barcelona, CT, ES

Санкт-Петербург, Санкт-Петербург, Россия

o Road Assessment in Quarries: Developed and deployed a computer vision system that reduced quarry road preparation time by 30%, enhancing safety and operational efficiency.o Forest Segmentation: Engineered deep learning algorithms for segmenting and analyzing forest areas using deep learning methods.

St Petersburg City, Russia

o Conducted research on enhancing deep learning algorithms for facial biometrics, leading to an improvement in model performance through optimized weight initialization techniques.

St Petersburg, St Petersburg City, Russia

Development and improvement of the face detector implemented in the SDK by testing emerging neural networks' architecturesDevelopment of a biometric face and voice authentication systemsResearch and test silhouette detection and tracking systemsSpeaker Recognition systems

St Petersburg, St Petersburg City, Russia

Functional safety systems developement for an unmanned prototype of the train (obstacle detection unit systems, remote control systems, etc.)Policy and programme of safety provision. Safety proof of the railway objects

St Petersburg City, Russia

Options for developing an obstacle detection unit and its safety Analysis of the field of research and improvement of the quality and safety of lidar work in conjunction with computer vision methods

St Petersburg City, Russia

Laboratory of cyberphysical information security systems design.Participated in 2 projects that were submitted for a grant from ITMO UniversityDesigned an EEG-Based authentication system's prototype on device based on the neural interfacePrepared documentation for participation of projects in competitions for grants, presentation for investors and.

St Petersburg City, Russia

o Optimized the process of producing accompanying documentation for subsequent transfer to the customer.o Reduced the number of errors and time for the preparation of supporting documentation, as the initial link in the formation of the document base and transferred them to the chief engineer for approval.o Developed plans for building information security.

Master'S Degree, Machine Learning Engineering, Computer Vision, 4.9/5.0

Master's degree with honors Thesis: Manga Colorization Methods' Improvements Using Deep Learning Implemented diffusion models to enhance.

Bachelor'S Degree, Computer And Information Systems Security/Information Assurance, 4.92/5.0

Activities and Societies: Security of Cyber-Physical Systems Laboratory, Mentoring program, Congress of Young Scientists Bachelor's degree.