Position: Data Scientist
Category: Data Science
English level: fluent
Years of experience: 0.5


Predicting service denial
In order to minimize the unnecessary waiting time for citizens to get help from governmental services and improve the quality of a service in Azerbaijan.

Financial Fraud Detection using Machine and Deep Learning techniques for better performance
Comparison of various ML algorithms are tested and compared based on evaluation criterias. (ROC/AUC, F1-score, MCC and Confusion matrix)

Sentiment analysis in E-commerce using Deep Learning Techniques
An integral part of the analysis is not only to understand the content or the emotion of the feedback, but also to understand which aspect they are talking about. There are various methods used for NLP, however, after testing them (Bags of Words, BERT, Hugging Face libraries) XLNet has been selected as the best model.