Position: Data Scientist
Category: SQL
English level: upper
Years of experience: 1.5


Demand Intelligance platform

Service for prediction of city/area load based on historical data and events taking place in the city.

Technologies:
Python, TensorFlow, Keras, Pandas, NumPy, Time series forecasting models.

Genie Words Ads Generator
AI algorithm to generate contextual selling adverising headlines for texts from websites and implement description generation. Create the system for keywords detection and generated text rephrasing.

Technologies:
Python, Regular expressions, Spacy, NLTK, Markovify, Fuzzy Logic, Unsupervised Models, TensorFlow, PostgreSQL.

Face Scanning
An interactive solution to obtain a three-dimensional model of patients' faces and the possibility of online editing of these models to provide clients with the opportunity to see preliminary results of surgical operations.

Technologies:
Python, OpenCV, NumPy.

LinkedIn Messaging Flow

Implementing cleaning, text preprocessing methods and multiclass text classifier.

Technologies:
Techniques for class balancing: undersampling and
oversampling, Naive Bayes, SVM, Random Forest Classifier, XGBoost.