Maria Zorkaltseva
Machine Learning Developer · Paris, France
I'm proficient in machine learning and deep learning areas such as computer vision, natural language processing, and predictive analytics. I also have more than seven years of experience in science and a strong background as a researcher with 19 publications in well-known journals. My main programming language is Python (numpy, scipy, matplotlib, pandas, scikit-learn) with Keras and PyTorch for deep learning. Mathematical education gives me a strong foundation in pure mathematics and statistics.
My Interests
Top Publications
Selected from 19 scientific papers. Full list on Google Scholar.
Russian Physics Journal · 2017
Review of Scientific Instruments · 2014
Certifications
Google / Coursera · 2020
6-course specialization covering GCP data engineering, BigQuery, Dataflow, and ML on GCP.
IBM / Coursera · 2020
6-course specialization: ML with Python, Spark, Keras, PyTorch, TensorFlow, and a capstone project.
Samsung R&D / Stepik · 2019
CNNs with PyTorch, challenging math problems, and a Kaggle final assignment.
HSE & Yandex / Coursera · 2018
Rigorous ML course requiring strong mathematical background, by HSE and Yandex School of Data Analysis.
Stanford University / Coursera · 2017
The classic Andrew Ng course — all standard ML methods, neural networks, recommender systems.