Position: Data Scientist / NLP Engineer
Category: Data Science
English level: upper
Years of experience: 5

Kaggle Expert
NLP-as-a-service platform:
Writing quality assessment with probabilistic modeling
Input-size-agnostic highlights for articles with extractive summarization
Highlights biasing
Summarization quality evaluation, both abstractive and extractive
Domain-sensitive clustering with Negative Sampling

Customer experience domain:
Customer feedback categorization in terms of user-dened categories, sentiment,
intent
Zero-Shot topic modeling and data labeling with automated candidate labels
selection
Semantic-search-based Question Answering for quick documentation access
Churn and NPS-score prediction

Microcredits domain:
Fraud detection & prevention 
Client default prediction