Junior Data Scientist (Валидация скоринговых моделей)

Описание

Daria Prudnikova
Data Analyst
[ pda.prudnikova@gmail.com Ó+7 (903) 819 05-70 ‡github.com/ambdash ¯linkedin.com/in/prudnikovadaria/
Activities Hack The Cart
Russian Hackers, Lenta
March 2022
ˆ 21st/188 place
Machine Learning in Bioinformatics
Summer School
HSE
August 2020
Skills ˆ
Programming Languages: Python, R,
SQL
ˆ Libraries: numpy, pandas, sklearn,
seaborn, matplotlib
ˆ Machine Learning: Linear Regression,
Logistic Regression, Decision Trees,
Random Forest, Gradient boosting,
Clusterisation
ˆ Statistics: A/B tests, Bootstrap
ˆ Tools: Git, LaTex, Tableau, Excel
ˆ Soft Skills: multitasking, teamwork,
problem solving
Courses Pymagic
2021-2022
ˆ Course with hand-on practice covers
chapters in Maths, Statistics, Python,
Machine Learning and SQL
Discrete Math and Analyzing Social
Graphs
Coursera
2021
Basics of Statisctics
Stepik
2021
Languages ˆ
Russian native
ˆ English C1
Education Higher School of Economics
Faculty of Computer Science, Data Analysis in Biology and Medicine
2021 - 2023 ½Moscow, Russia Lomonosov Moscow State University
Biological faculty, Bioorganic Chemistry
2017 2021 ½Moscow, Russia
Projects Amazon Recommender System
‡
April 2022
ˆ E-commerce recommender system using Item-Item
Collaborative Filtering and Matrix Factorization
Hackathon Hack The Cart
March 2022
ˆ Improved basket recommended products for Lenta Online
with buyer-based approach
Income Prediction ‡
December 2021
ˆ Study project for prediction income. Implementing EDA.
Tuning baseline classication models (SVM, RF, GB)
Experience Sales Intern
Nestle
Nov 2021 Feb 2022 ½Moscow, Russia
ˆ Analysed sales to key regional customers with Excel
ˆ Made reports for products monitoring Assessor
Yandex
Jul 2021 Nov 2021 ½Moscow, Russia
ˆ Labelled more than 1500 links for machine learning projects Technician
IBCH RAS
Apr 2019 Jun 2021 ½Moscow, Russia
ˆ Research in molecular neurobiology and protein techniques