Kirill Sokolov Email & Phone Number

Almaty, Kz

- Initiated and delivered the CDC approach through use of an essential timestamp in data labelling process that decreased the time for ML datasets formation by 83%.- Led the development of a Spherical to Cartesian Coordinates Recalculation Pipeline, reducing client onboarding time by 93%.- Innovated an automatic ROI distribution algorithm, saving up to 50 minutes per camera setup.- Created a Python-based pipeline for automated client report calculations, eliminating the need for… Show more - Initiated and delivered the CDC approach through use of an essential timestamp in data labelling process that decreased the time for ML datasets formation by 83%.- Led the development of a Spherical to Cartesian Coordinates Recalculation Pipeline, reducing client onboarding time by 93%.- Innovated an automatic ROI distribution algorithm, saving up to 50 minutes per camera setup.- Created a Python-based pipeline for automated client report calculations, eliminating the need for manual spreadsheet work.- Orchestrated the workflow of the labeling team, implementing task management solutions that improved efficiency and minimized human error.- Developed a Slack-bot to manage labeling tasks, streamlining a 12-step process to 3 steps, and reducing participant involvement.- Refactored legacy code designed to regularly create and update datasets. Switching to generators allowed it to be scalable and to drive the RAM load to minimum.- Reduced the workflow for labelers by 5 times by creating a python-based sampling algorithm.- Implemented a pipeline to automatically assess potential labelers' performance on test-tasks, packaged into an executable for the labeling team lead, enabling use without technical background or additional software installation. Show less

Yekaterinburg, Sverdlovsk, Russia

• Have been taking care of financial analysis and prognosis for Ural macroregion’s overall performance.• Regular capital investment projects estimation.• Created a drilldown table for macroregion management to base their decisions on.