Data Scientist на продукт скоринг

Описание

Daniil Lukichev
Mos cow | +7 -915 -982 -57 -44 | daness@inbox.ru | https://github.com/kokrouch
Objective
Machine Learning Engineer , Natural Language Processing developer .
Skills
 Python development (half year at the university and self study)
 Pandas, Numpy, Scikit -learn, PyTorch, Matplotlib, Seaborn, Catboost, XGBoost, etc .
 SQL (self study)
 Big Data: Hadoop, Spark, Hive, Airflow
 English (upper -intermediate)
 Microsoft Office stack (self study)
 Good knowledge of Calculus and Probability (university courses and self study)
Education
Higher School of Economics — Bachelor in Computer Linguistics 2018 — 2022
Minor – Applied Statistical Learning
Experience
Practi ce with realization machine learning algorithms from scratch November - December 202 0
Logistic regression, linear regression .
Kaggle: Cassava Leaf Classification . Code. February 202 1
Image data, classification.
University project: A customer support bot January - June 202 1
Product recommendation conversational system .
Kaggle: chaii - Hindi and Tamil Question Answering . Cod e. September 202 1
Text data, predicting answers to questions .
Kaggle: Jigsaw Rate Severity of Toxic Comments . Code. December 202 1
Text data , classification .
Kaggle: Ubiquant Market Prediction . Code. Start of 2022
Time series, table data.
Kaggle: H&M Personalized Fashion Recommendations . Code. February - March 2022
Table and image data , recommendation system .
Codalab: Translation of medical texts. Code: in process March 2022
Multi -language data , translation task .
The Hugging Face Deep Reinforcement Learning Practice April – May 2022
Making agent in ready environment .
Additional
Reading statistic s and machine learning literature . Have some practice with RL , Conversational AI .