Tech Stack: Python, SQL, Pandas, Scikit-learn, PyTorch, Streamlit, FastApi

Expert’s cases:

1. Invented, developed and implemented a mechanism for digitizing user behavior on Runet sites using ClickStream data vectorization. Using embedding tools:

   • accelerated process of developing new models by 70%, - improve quality by 30%, - reduce the number of computing resources for training new models

2. Developed a method for assessing the contribution of a company’s digital products to a client’s purchase based on ClickStream data, this allowed for more correct setting of KPIs and a deeper analysis of user behavior

3. Developed, implemented and tested on A/B tests a tool for optimizing email newsletters for RK (Advertising companies) aimed at promoting and selling certain products

4. Developed and implemented a tool for processing and characterizing bacteria based on DNA, RNA using ML for Biologists and Scientists

5. Developed a tool for searching necessary information in scientific articles for scientists using ML