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Kseniya
Buraya

Average Review
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Reputation
12
Finished gigs
0
Finished jobs
0
Website
Not specified
Country
Not specified
Specialization
Data Analysis / Machine Learning / Research
Hourly rate
$18/hr
About me
Research engineer with 8+ years of R&D experience in Machine Learning, Data Storage Management, Algorithms Design&Analysis and Multimodal Media Data Analysis fields. Excellent problem solving skills. Adept in working with engineers and project managers at multiple levels in industry and academics to utilize, visualize research data and achieve optimal results. Have valuable experience in public speeches at conferences, writing scientific papers (10+ scientific publications), teaching and mentoring students. Currently working on my PhD thesis at ITMO University.

Work experience

Yandex
July 2021 – August 2022
Job title
Machine Learning Engineer
Work experience & achievements
As member of the User Generated Content team working with GPT and BERT language models types for reviews classification and synthetic reviews generation tasks. Building product analytics dashboards for generating product growth ideas. Preparing presentations and extensive technical reports to document results. Organizing a research paper reading club for teammates. Writing backend code on C++.
VK
May 2018 – June 2021
Job title
Software Engineer / Product Manager
Work experience & achievements
As a member of the product growth team participate in research and development of launching small experimental parts of the product both as Backend Engineer on PHP / Python and Machine Learning Engineer. Launching user-to-user recommendation system as Product Owner. Developing technical and product documentation. Organizing work of the team of 5 people. Developing Recommender System and backend code for local events recommendation app. Developing Recommender System for personalized games recommendation. Developing user language detection system and content recommendation system based on user and content languages matching.
National University of Singapore / ITMO University
May 2016 – May 2018
Job title
Researcher
Work experience & achievements
As a member of the faculty research team working on a Master degree project dedicated to user personality profiling based on multimodal data from Social Networks (images, text, geo). Adopting research project for business need for somin.ai product. Public presentation of both research and technical project details. Working on a reading speed prediction project based on users data from Bookmate reading application based on both morphological and thematic text features (LDA, word2vec, doc2vec). Working on rewriting source code of the CPL component of the NELL system to the Russian language (Python). Teaching assistance on NLP courses for Master and Bachelor students.

Education

ITMO University
Graduation year: 2016
Level of study
Bachelor
Major / Field of study
Applied Mathematics in Computer Science
ITMO University
Graduation year: 2018
Level of study
PGCE
Major / Field of study
Applied Mathematics in Computer Science

CV