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Results-driven Data Scientist with 9+ years of experience leveraging advanced analytics, machine learning, and statistical modeling to create business impact in the private sector. Proficient in Python and SQL, with strong communication skills and a proven ability to deliver data-driven solutions both independently and in collaboration with cross-functional teams
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Udemy -
Data Scientist IiiDegreed Feb 2020 - Aug 2024Pleasanton, California, UsApplication of NLP techniques to build API services for Learning & Upskilling platform, from design & data collection to model building & release into production.- Collaborated on building text normalization API to process user's input & derive valuable metadata.- Normalized multiple datasets to establish a standardized set of skills for use within the company. - Used OpenAI to translate Degreed's learning platform data into multiple languages.- Developed an API that offers personalized suggestions for user's input. -
Senior Data ScientistPearson Sep 2016 - Jan 2020London, GbWorked on online educational platforms used by millions of students. Named inventor on 5 patents.- Applying deep learning models to develop and build an intelligent math tutor.- Responsible for for data collection, owned the automated data pipeline, and generated handwriting data for optical character recognition (OCR) deep learning model.- Developed MVP for fine-grained mathematics grading engine to enable high-fidelity adaptive student models.- Trained ML algorithms to predict student performance in mathematics to enable personalized learning.- Performed statistical analysis to determine effectiveness of Pearson's learning products.- Interpreted findings and communicated recommendations to product and marketing teams. -
FellowInsight Data Science Jan 2016 - Apr 2016San Francisco, Ca, UsDeveloped in three weeks a web application NYCeats searching for restaurants popular with the locals in NYC using Twitter and Yelp data. Scraped and processed data from 800,000 tweets, applied scikit-learn, Flask, and Google Maps API. -
Research AssociateUniversity Of Colorado Boulder 2011 - May 2015Boulder, Colorado, UsPerformed forward and adjoint simulations with chemical transport model to assess sources of ozone pollution in the US. Mentored undergraduate students in completion of research projects. Initiated and co-founded “Colorado ozone gardens”, featured in regional and national media. -
Postdoctoral ResearcherColorado State University May 2009 - Jul 2011Fort Collins, Co, UsEvaluated atmospheric model against satellite measurements of atmospheric trace gases and aerosols. Combined ship-based and in-situ measurements with atmospheric modeling to assess the impact of Chinese emissions on the US air quality. -
Graduate Research AssistantMichigan Technological University Jan 2004 - 2009Houghton, Mi, UsConducted a study on the impacts of fires on air quality and wrote a funded competitive grant. Performed statistical analysis of in-situ and satellite air quality observations combined with output from atmospheric models. -
Research AssistantMichigan Technological University Sep 2000 - Dec 2003Houghton, Mi, UsPerformed source apportionment of particulate matter pollution in the US using Positive Matrix Factorization.
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Visiting ScientistInternational Institute For Applied Systems Analysis (Iiasa) Jun 2002 - Aug 20022361 Laxenburg, AtPerformed spectral analysis of air quality observations at four sites in the UK. -
Research AssistantKharkov Polytechnic University 1995 - 1997Optimized structural design of a steam turbine using Finite Element Method.
Kateryna Lapina Skills
Kateryna Lapina Education Details
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Michigan Technological UniversityEnvironmental Engineering -
Central European UniversityEnvironmental Sciences And Policy
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Kharkiv Polytechnic InstituteDynamics Of Structures
Frequently Asked Questions about Kateryna Lapina
What company does Kateryna Lapina work for?
Kateryna Lapina works for Udemy
What is Kateryna Lapina's role at the current company?
Kateryna Lapina's current role is Data Scientist.
What is Kateryna Lapina's email address?
Kateryna Lapina's email address is ka****@****ado.edu
What is Kateryna Lapina's direct phone number?
Kateryna Lapina's direct phone number is +44 20 3441*****
What schools did Kateryna Lapina attend?
Kateryna Lapina attended Michigan Technological University, Central European University, Kharkiv Polytechnic Institute.
What skills is Kateryna Lapina known for?
Kateryna Lapina has skills like Statistics, Research, Python, Data Analysis, Atmospheric Modeling, Numerical Analysis, Arcgis, Fortran, Machine Learning, Atmospheric Chemistry, Gis, Climate Change.
Who are Kateryna Lapina's colleagues?
Kateryna Lapina's colleagues are Bikram Ghosh, Abhisekh Chatterjee, Alexander Rojas, Michael Ndupu, Rukmani Dhakad, Alejandro Petrelli, Pedro Gonçalves.
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