Position: Data Scientist
Category: Data Science
English level: intermediate
Years of experience: 0

Kaggle Awards:
Recursion Cellular Image Classification - Gold
*Built deep convolutional models for cellular image multiclass classification. Semi-supervised
methods. State-of-the-art CNN encoders and optimizers.
Understanding Clouds from Satellite Images - Silver
*U-Net and FPN models for multi-label image segmentation on noisy data. Ensembling. Rich
augmentations.
Tweet Sentiment Extraction - Silver
*Fine-tuned Transformer-based language models. Pre- and post-processing.
Baidu - Autonomous Driving - Bronze
*Built CenterNet model to estimate the absolute pose of vehicles (6DoF).
APTOS Blindness Detection - Bronze
*Fine-tuned deep convolutional models for eye disease detection. Transfer learning.
-Strong background in math and statistics (MS degree);
-Strong knowledge of different data science problems (regression, classification, segmentation, anomaly detection)
-Experience in computer vision (classification, segmentation, object detection)
-Active Kaggle competitor;
Interested in Machine Learning/Deep Learning/Computer Vision.