Chișinău, Moldova
🗣 I have 5 years of industry experience as a Data scientist. I am specialized in Natural Language Processing (NLP). I have developed efficient supervised and unsupervised Machine learning and Deep learning models for advanced NLP use cases. My day-to-day activities include entire end-to-end data science activities: problem scoping, data gathering, EDA, modelling, insights, visualizations, cloud deployment, monitoring and maintenance. I have a strong foundation in Machine Learning, Probability Theory, Statistics, Language Modelling, Contextual Word embedding, Transformers and LongFormers. Technical Skills: ⚡️SCRIPTING: Python, SQL ⚡️MACHINE LEARNING/DEEP LEARNING: Regression Models, Classification Models, Natural Language Processing, Unsupervised Algorithms, Linear/Logistic regression, SVM, KNN, Decision Trees, Random forest, CNN, RNN, Transformers, XGBoost, Space, LongFormers ⚡️NATURAL LANGUAGE PROCESSING: Transformers, Coreference resolution, Dependency Parsing, Semantic Role Labelling, Machine translation, Question Answering, Structured knowledge graph(ontology), Text summarization, Named Entity Recognition(NER), Sentence embedding ⚡️DL FRAMEWORKS: Keras, Tensorflow, PyTorch ⚡️LIBRARIES: AllenNLP, Huggingface, Gensim, Scikit-learn, spaCy, Plotly, Matplotlib, NLTK