Yulia Kuznetsova Email & Phone Number

New York, New York, US

Durham, NC, US

• Improved model for predicting future HCC status, precision increased by 32% for the same recall; this decreased spending by $2.3M
• Created a model to identify inquiry duplicates, this decreased inquiry processing time by 10%

Durham, NC, US

• Created a model to predict infant mortality in order to plan possible interventions, achieved similar precision and 29% higher recall than the best model reported in the literature
• Conducted presentations and hands-on training sessions on automated testing for Data Scientists

Atlanta, GA, US

• Created an algorithm to identify CPT procedures not supported by ICD-10 diagnosis based on doc2vec embeddings
• Deployed an annotation server powered by a neural network model to facilitate active learning
• Designed an algorithm to find patterns in healthcare insurance fraud data, that allows the auditor to bulk deny claims based on the observed pattern

Raleigh, NC, US

• Supervised a Data Science team in creating a Demand Prediction model for all store-SKU combinations and launching it into production environment
• Created a model to detect demand forecast anomalies (PySpark)
• Optimized a new planogram for car batteries using linear optimization (PySpark)

Raleigh, NC, US

• Worked as a Product Owner with Data Engineering team on creating a large-scaleETL in the AWS cloud and launching it into production environment
• Developed an algorithm to optimize part type assignment (R)
• Created a Neural Network model to forecast demand (SAS)

• Produced a model based on time series that reveals obsolete words using R
• Extracted and processed data from the Russian National Corpus (600 million words) using MySQL

• Courses Include:
• Dimension Reduction and Visualization (November 2015): Linear algebra, Principal Component Analysis, Multidimensional Scaling, Correspondence Analysis
• Statistical Methods in Linguistics (June 2014): Basic statistical methods, Regression modeling, Clustering methods

Tromso, NO

• Designed experiments to study the shift from genitive to accusative objects in Russian and programmed the online software for the experiments using PHP
• Produced, annotated and analyzed a MySQL database of verbal hapax legomena

• Extracted and processed examples from the MySQL database in order to investigate how temporal uses of prepositions developed from the spatial uses
• Analyzed quantitative data using R

Tromso, NO

• Published a book (Kuznetsova 2015) that presents the developed methods for linguistic data analysis
• Applied probabilistic and machine learning to build language models

Ma, Linguistics

Doctor Of Philosophy (Ph.D.), Linguistics

Ba, Linguistics