Nayem Majhar

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reputation
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Experienced web application developer, pursuing a master's degree on Computer Science in The University of Kiel, focusing on Data Science as well as Machine and Deep Learning, Big Data Processing. In my master’s courses I have learned and implemented various theories, algorithms such as Statistics, Linear Algebra, Big Data Processing, DiscissionTree, KNN, K-means, DBSCAN, GMM, LOF, optimization of constrained and unconstrained problem (FFT, SVD, Stochastic / Gradient and Newton Methods, PCA, SVM, Lagrangian Multiplier), LSTM and GANs etc.

In addition, I have 6 years of experience in developing various types of web applications focusing on the best practices, security, and scalability. I like to work with all parts of application development, from analysis and architecture to execution, test and support or bug-fixing.

Programming Language: Python, PHP, JavaScript, Haskell.

DS/ML Libraries: NumPy, Scikit-Learn, Pandas, PyTorch, PySpark, Matplotlib, TensorFlow.

Web Technologies: React.js, Redux, jQuery, Node.js, Express.js, AJAX, Lumen, Jest, PHPUnit, REST API, Joomla, Magento, Webpack, Gulp, npm, Composer.

Database and Tools: MySQL, PostgreSQL, MongoDB, PostGIS.

Devs and other tools: git, Sourcetree, JupyterLab, VSCode, MAMP, Kanban, Scrum, Trello, Slack.