Maryna Klokova

Machine Learning Engineer

Icons8•  November 2019 - October 2021

● Boosted my machine learning knowledge. ● Created a people detection model for photos defining their bounding boxes. ● Created collage generator by text request. ● Generated and packed faces datasets, created bodies dataset from company’s model photos, was working with other loads of data. ● Made efficient tools to prepare datasets on many CPUs. ● Warmed up my skills writing models able to use multiple GPUs. ● Joined https://generated.photos/ project, took part in working on GAN generating natural faces and made experiments with lots of photos for it

Software Engineer

Icons8•  December 2018 - November 2019

● Joined a team developing Lunacy app https://icons8.com/lunacy. Work on this project helped me to polish up math skills and take a look at the project's future from a designer's point of view, since it is an app made for them (Sketch alternative for Windows). ● Stabilized product and developed specific features which make our application different from competitor design products. ● Improved my knowledge of workflow with multi language apps, starting from translation collection on collaborative platform Crowdin to managing all the texts and applying them correctly depending on localization. ● Organized left panel, toolbar, menus, tooltips and some tabs of right panel, including improvements in all the inputs on it - build in math operations, scrolling etc. ● Implemented hard duplicating modes (deep duplicating memorising positions and relative objects duplicating). ● Enhanced distance measuring tool and constraints. ● Took over management of all element styles used in application to organize and reuse them correctly. ● Implemented one of the most challenging and interesting app features - prototyping.

Software Engineer

360 Bound•  May 2016 - July 2018

● This job helped me to warm up my skills in C# and WPF and gave me a good base in .NET Framework while developing client-server & desktop app for Windows. It allowed users to work with projects for creating surveys. ● Improved program structure with help of MVVM pattern. ● Improved design by developing many custom elements absent in the standard WPF libraries. ● Was appointed to become team-leader after 7 months of work. In a direct submission, there were 3 junior developers and QA who also got tasks from me. ● Achieved possibility to appoint roles to the users participating in every project and allowed every participant to work in user’s own area & over user’s tasks separately.

Donetsk National Technical University

Computer Science & Engineering, MS•  September 2016 - July 2018

A diploma project on Master was a research of existing methods for frame model transformations efficiency in the task of 3D object synthesis by the projections using neural network 3D model reconstruction. It included research in Python Libraries such as TensorFlow, NumPy, Pandas, PIL, matplotlib, OpenCV etc and pushed me into an amazing field of Machine Learning

Donetsk National Technical University

Computer Science & Engineering, BS•  September 2012 - July 2016

During university education there were some interesting projects like planning of an airplane and airport using a few systems (ArchiCAD for designing and some others for planning the separate systems of airplane, for example designed electric charts by means of MicroCap and OrCAD). It helped me to get on with complex systems and taught me to use functional and static models (IDEF4 and IDEF0 accordingly) planning the systems of an airplane. A diploma project on Bachelor was AutoCAD add-on development, allowing users to encrypt project files with the help of a few encryption algorithms of their choice (RSA, AES etc.). This experience helped me improve my understanding of cryptography and secure systems.