Autobiography
Education: 09/01/2018 – 06/30/2021 PhD doctoral program - Al-Farabi Kazakh National University, Faculty of Information Technology, Department of Information Systems, Almaty, Kazakhstan; Date of defense: 07/03/2023; 09/09/2015 – 12/10/2016 Master of Computer Science - Northwestern University, Chicago – Evanston, USA, Faculty of Engineering and Computer Science; September 1, 2009 – July 1, 2013 Bachelor's degree in Information Systems - Al-Farabi Kazakh National University, Faculty of Mechanics and Mathematics, Specialization – Information Systems, Almaty, Kazakhstan Work experience: January 16, 2017 – present, Lecturer / Senior Lecturer - Al-Farabi Kazakh National University, Faculty of Information Technology, Department of Information Systems; January 3, 2023 – present - Institute of Information and Computational Technologies; October 1, 2013 – May 20, 2014. Software Engineer - Al-Farabi Kazakh National University, Almaty, Kazakhstan, Department of Information and Communication Technologies. Key skills. • Natural language processing (NLP), regular expressions, finite automata, context-free grammar, Markov chains, Markov models, Viterbi algorithm, N- grams. • Text preprocessing, text vectorization, application of machine learning algorithms for text classification such as Naive Bayes, Support Vector Machines, Logistic Regression, K-Nearest Neighbors, Decision Trees, Random Forests, and XGBoost. • Feedforward neural networks, convolutional neural networks, recurrent neural networks. Text and image classification using neural networks. • Artificial intelligence systems, robotic systems 1. Application areas – knowledge and practical use of data structures: arrays, lists, queues, recursion, collections, graphs, and binary trees 2. Programming languages: C, C++, C#, Python 3. Web technologies: HTML, CSS, JavaScript, JQuery, Django, ASP.NET MVC 4. Development environments: Dev-C++, Microsoft Visual Studio, Jupyter notebook, Pycharm, MATLAB 5. Databases: Microsoft SQL Server, MySQL 6. Computer networks: Cisco Packet Tracer 7. CASE tools: Allfusion Process Modeler (BPWin), Allfusion Data Modeler (ERWin), Microsoft Visio, Edraw Max 8. Knowledge of the Microsoft Office suite 9. Operating systems – MS- DOS, Microsoft Windows
Education
Educational institution |
Квалификация |
Expiration date |
|---|---|---|
КазНУ им. аль-Фараби |
Высшее |
2013 |
Academic degree
Name of the scientific degree |
Branch of science |
Graduation Date |
|---|---|---|
ДокторPhD |
10/07/2023 |
Author Documents
17
Citations
96 по 90documents
h-index
6