Personal details

Uliana S. - Remote data scientist

Uliana S.

Timezone: Jerusalem (UTC+3)

Summary

Hello,

My name is Uliana, and I do data science with Python and R. For several years, I've been working as an ML/NLP engineer as well as private tutor and consultant in data science.

What I do
• text classification and clustering
• machine translation
• keywords or terminology extraction
• named entities recognition
• topic modelling
• sense induction, sense disambiguation
• word embeddings
• tools: pandas, numpy, scipy, scikit-learn, spacy, nltk, gensim, fasttext, stanza, etc
• text-to-speech and speech-to-text systems

What I teach
• Python programming
• Python OOP
• Design patterns
• Preparing for a coding interview in Python
• Data analysis with Python
• Machine learning with Python
• Natural language processing with Python
• Basic and intermediate statistics
• R programming
• Data analysis with R
• Visualising data

Work Experience

Data Scientist / NLP Engineer
Citi | Jun 2020 - Mar 2021
Python
Data exploration, machine learning, software development
NLP Engineer
EDT Software | Feb 2018 - May 2020
Python
Applying NLP and ML algorithms to information extraction, semantic search, concept analysis, predictive coding, and more.

Education

National Research University HDR
Masters’Computational Linguistics
Sep 2015 - Jul 2017