Tracking urban growth by comparing satellite images over time and visualising changes on a map.

Pangeo-Binder Cookiecutter Template

A Dask Gateway client extension for heterogeneous cluster mode combining the Kubernetes backend for pain-free scheduler networking, with COFFEA-powered HTCondor workers

Docker images for setting up dynamic Dask cluster on Kubernetes (Not supported, Not for production)

Это end-to-end ML-пайплайн для предсказания оттока клиентов на больших данных, демонстрируя распределённые вычисления для портфолио. Фокус на scalability и MLOps. Задача проекта это бинарная классификация — предсказать, уйдёт ли клиент (churn) на основе исторических данных (транзакции, поведение, демография).

Summer 2018 Internship project with the Devito Group at Imperial College London. Jupyter Notebooks with code to perform Full Waveform Inversion using Devito with Tensorflow distributed over a Dask-Kubernetes Cluster hosted on Google's Kubernetes Engine on the Google Cloud Platform.

Bachelor thesis. Faculty of Natural Sciences and Mathematics. University of Kragujevac. Serbia.

Bioinformatics workflow leveraged through Dask and Kubernetes on a cloud cluster.