Работал в 1 компании 1 год 10 месяцев
IT
Data scientist/analyst, Kaggle Competition Expert
Kaggle
IT
1 год 9 месяцев
02.2023 - по настоящее время
Some projects:
"House Prices - Advanced Regression Techniques" - Kaggle Competition Description: Predicted the final price of residential homes in Ames, Iowa using advanced regression techniques. Conducted exploratory data analysis, data processing, and modeling, including cross-validation and stacking. Skills Used: EDA, Data Processing, Modeling (Lasso, ENet, KRR, GBoost, XGBoost, LightGBM), Feature Engineering.
"Deep Q-Learning - Lunar Lander" - Coursera Project Description: Implemented a Deep Q-Learning algorithm to safely land a lunar lander using OpenAI's GymLibrary. Employed Target Network and Experience Replay techniques. Skills Used: Deep Reinforcement Learning, Python, OpenAI Gym, Neural Networks.
"Winning Space Race" - Coursera Capstone Project Description: Predicted the success of rocket launches, like SpaceX missions, through data collection, wrangling, exploratory data analysis, and predictive analysis using machine learning models. Skills Used: Data Collection, Data Wrangling, Data Visualization, Predictive Analysis.
"Flower Classification with TPUs" - Kaggle Competition Description: Identified the type of flowers in a dataset of images using distribution strategies, data loading, augmentation, and deep learning models. Employed ensemble techniques for improved predictions. Skills Used: Deep Learning, TensorFlow, TPUs, Image Classification, Data Augmentation.
"Neural Translation Model" - Coursera Capstone Project Description: Developed a neural translation model from English to German, including text preprocessing, data preparation, and custom model training using TensorFlow. Skills Used: Natural Language Processing, Neural Networks, TensorFlow.
Ключевая информация
Programming Languages: Python, SQL
Machine Learning Libraries: scikit-learn,Keras/TensorFlow
Natural Language Processing (NLP)
Computer Vision (CV)
Data Visualization: Tableau, Matplotlib, Seaborn
Data Analysis Tools: Excel, Power BI, Pandas, numpy
Cloud Platforms: AWS, Google Cloud Platform (GCP)
Big Data Framework: Apache Spark
Probability Theory & Statistics
LLM
Учился в 1 заведении
University
Engineering specialty
Earth, 1900
Владеет языками
Английский
средний
British Council
Курсы, тренинги, сертификаты
More than 10 courses on LinkedIn
Sequences, Time Series and Prediction Course
Generative AI for Data Scientists Specialization
Apache Spark (TM) SQL for Data Analysts Course
Statistics for Data Science with Python Course
Inferential Statistics Course
AWS Cloud Technical Essentials Course
Unsupervised Learning, Recommenders, Reinforcement Learning Course
IBM Data Science Specialization
Getting started with TensorFlow 2 Course
Customising your models with TensorFlow 2 Course
Deep Learning Specialization
Дополнительная информация
Свій розділ
A dedicated and highly motivated professional with a strong interest in data science and AI. Possesses a solid foundation in Python, SQL, and various data science libraries, along with hands-on experience in conducting data analysis, modeling, and deep learning projects. Seeking opportunities as a Data Scientist, Data Analyst, or ML Engineer to apply skills in solving complex real-world problems.
The preferred method of initial contact is via email or linkedin.
Alex
Alex
Data scientist
Киев
полная занятость, неполная занятость, проектная работа
Характер работы: удаленная работа, стажировка / практика, гибридная, в офисе/на месте
Обновлено 1 месяц назад