Svetlana Maslenkova

As a member of the R&D team, my responsibilities included developing a heat map generation engine, which was the company's main product. Additionally, I organized meetings with potential partners to explore new business opportunities and developed a project proposal for a governmental tourism authority client.
- Developed data infrastructure initial design based on AWS
- Found new sources of data and data collection methods
- Developed a thermal comfort assessment study, which serves as a basis for future product
- Identified new features for integrating into the engine
- Communicated with stakeholders and potential partners

During my master studies I have developed several projects for solving healthcare problems, which included the whole data science pipeline from gathering, preprocessing, and labelling the data, doing exploratory analysis, to building machine learning models, choosing suitable evaluation metrics, documenting the results, and presenting the project.
- Developed an AI algorithm for Acute Kidney Injury prediction from Electronic Health Records
- Created deep learning model for stress detection from Social Media posts using emotional-infused pretraining algorithm and BERT deep learning model
- Developed pulmonary embolism detection model using self-supervision and chest CT scans

Was in charge of managing the full lifecycle of Data Analysis project for finding solutions to boost profit growth.
- Collaborated with team members on developing a roadmap for the client
- Collected and organized data from multiple marketplaces into readable format in Excel
- Analyzed patterns, trends and statistics using Excel
- Generated actionable insights and proposed recommendations, that increased profit of the company by 10%