Alex

Контактна інформація

Шукач вказав телефон , ел. пошту та LinkedIn.

Отримати контакти цього кандидата можна на сторінці https://www.work.ua/resumes/9868346

Досвід роботи

Data scientist/analyst, Kaggle Competition Expert

з 02.2023 по нині (1 рік 3 місяці)
Kaggle, Київ (IT)

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.

Освіта

University

Engineering specialty, Earth
Вища, з 1945 по 1950 (5 років)

Додаткова освіта та сертифікати

"Deep Learning Specialization", Coursera specialization certificate

2021

"Statistics for Data Science with Python", Coursera course certificate

2023

"Apache Spark (TM) SQL for Data Analysts", Coursera course certificate

2023

"Inferential Statistics", Coursera course certificate

2023

"Unsupervised Learning, Recommenders, Reinforcement Learning", Coursera course certificate

2023

"AWS Cloud Technical Essentials", Coursera course certificate

2023

"IBM Data Science Specialization", Coursera specialization certificate

2023

"Getting started with TensorFlow 2", Coursera course certificate

2023

"Customising your models with TensorFlow 2", Coursera course certificate

2023

More than 10 courses on LinkedIn

2024

"Sequences, Time Series and Prediction", (DeepLearning.AI) Coursera course certificate

2024

"Generative AI for Data Scientists", (IBM) Coursera specialization certificate

2024

Знання і навички

Знання мов

Англійська — середній

Додаткова інформація

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.

Portfolio: https://github.com/Nazalekser/portfolio

The preferred method of initial contact is via email or linkedin.