Ekaterina Fomkina

is researching.

Angestellt, IT Data Scientist, Ucell

Über mich

Data scientist with a strong background in mathematics and research abilities. More than two years' worth of experience in data processing, using predictive modeling to build regression and classification models. Proficient in developing complex SQL queries, 5+ years of Python experience. Certified in Data Analysis and Machine Learning.

Fähigkeiten und Kenntnisse

Data Analysis
Machine Learning
Computer Science
Data Science
Python
C/C++
SQL
Analytics
ML
Information technology
Mathematics
Statistics
Tableau
Python NumPy
Scikit learn
Applied mathematics
Matplotlib
Data visualisation
Python pandas
IT Technical Writing
innovative
Communication skills
Leadership skills
Analytical mind
multi-tasking ability
Result-oriented
self-motivation
A/B testing
Big Data

Werdegang

Berufserfahrung von Ekaterina Fomkina

  • Bis heute 1 Jahr und 2 Monate, seit Apr. 2023

    IT Data Scientist

    Ucell

    Analyzing clients portfolio for creating new features. Uploading data from Oracle base. Building scoring model for upgrading VAS service offers. Tuning models, improve models quality and data quality. Prepairing data for A/B testing, participating in deploying A/B testing, analyzing results. Skills: A/B Testing · Recommender Systems · Feature Engineering · Oracle Database · Machine Learning •Big Data

  • Bis heute 2 Jahre, seit Juni 2022

    Data Scientist | Python | SQL | ML

    Freelance, self-employed

    Working on research in machine learning that involves data analysis, model building for problems with classification, regression, and data recognition. Actively taking part in ML hackathons, competitions, and webinars. While working on research, use SQL, Tableau, and the following Python libraries: Scikit-Learn, Numpy, Pandas, Matplotlib, Seaborn, Keras and Pickle.

  • 3 Jahre, Sep. 2018 - Aug. 2021

    Mathematics Teacher

    Study Learning Centre

    Conducted seminars and lectures on linear algebra, discrete mathematics, mathematical analysis, and set theory for students. Worked on continuous process research and analysis.

  • 1 Jahr und 9 Monate, März 2016 - Nov. 2017

    IT Specialist

    Proweb Learning Centre

    1. Conducted lectures and seminars on algorithms and programming fundamentals. Used Python, C, and C++ languages. 2. Worked on machine learning research, gathered data, and built models.

  • 1 Jahr und 11 Monate, Sep. 2014 - Juli 2016

    Data Scientist

    Lomonosov Moscow State University

    1. Worked on machine learning research, which involved writing SQL queries, data analysis, and model building for classification and regression issues. Gathered and analyzed data and worked on the development of new statistical models. Used Matlab, SQL, Python, and C++ while working. 2. Conducted lectures and seminars on computer science and math for students, organized colloquia, and planned, developed, and utilized a variety of instructional materials.

  • 1 Jahr und 1 Monat, Aug. 2013 - Aug. 2014

    Math and Computer Science Teacher

    Second Academic Lyceum at the Uzbek State University of World Languages

    1. Conducted lectures and seminars on computer science and mathematics for students. 2. Established and integrated clear objectives for lessons and projects; created and implemented innovative lesson plans. 3. Taught students how to use strategies during tests to improve performance while also encouraging them to stick with difficult tasks. 4. Organized and managed the testing center.

Ausbildung von Ekaterina Fomkina

  • 4 Jahre und 1 Monat, Aug. 2009 - Aug. 2013

    Applied Mathematics and Computer Science

    Lomonosov Moscow State University

    Linear Mathematics, Probability, Statistics, Analytical Geometry, Theory of Differential Equations, Mathematical Analysis, Topology, Set Theory, Discrete Mathematics. Programming and software development, data structures and algorithms, automata and formal languages.

Sprachen

  • Russisch

    Muttersprache

  • Englisch

    Gut

Interessen

Photography
Astronomy

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