Працював в 1 компанії   1 рік 11 місяців

IT

Data scientist/analyst, Kaggle Competition Expert

Kaggle

IT

1 рік 10 місяців

02.2023 - до теперішнього часу

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.

Ключова інформація

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

Навчався в 1 закладі

University

Engineering specialty

Earth, 1900

Володіє мовами

Англійська

середній

British Council

Курси, тренінги, сертифікати

More than 10 courses on LinkedIn

LinkedIn, 2024

Sequences, Time Series and Prediction Course

Coursera, 2024

Generative AI for Data Scientists Specialization

Coursera, 2024

Apache Spark (TM) SQL for Data Analysts Course

Coursera, 2023

Statistics for Data Science with Python Course

Coursera, 2023

Inferential Statistics Course

Coursera, 2023

AWS Cloud Technical Essentials Course

Coursera, 2023

Unsupervised Learning, Recommenders, Reinforcement Learning Course

Coursera, 2023

IBM Data Science Specialization

Coursera, 2023

Getting started with TensorFlow 2 Course

Coursera, 2023

Customising your models with TensorFlow 2 Course

Coursera, 2023

Deep Learning Specialization

Coursera, 2021

Додаткова інформація

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

Data scientist

Київ

123 роки

повна зайнятість, неповна зайнятість, проектна робота

Характер роботи: віддалена робота, стажування / практика, гібридна, в офісі/на місці

Оновлено 2 місяці тому