Працював в 1 компанії 4 роки 10 місяців
IT
Engineer / Analyst / Integration Manager
Fintech
IT
4 роки 9 місяців
02.2020 - до теперішнього часу
Data Analyst and Machine Learning Engineer:
* Data analysis, cleaning and structuring (Python:Pandas).* Data visualization (Python: Seaborn, Matplotlib).
* Anomaly detection and removal (Decision Trees).
* Data preprocessing (Python, Scikit-learn, Keras,TensorFlow ).
* Machine learning for detecting fraud transactions using boosting models - XGBoost, LightGBM and neural networks based on Keras and TensorFlow software library.
* Hyperparameters optimization of ML-models.
* Final analysis of results and identifying the best ML-models.
* Deployment of ML-models in a production environment (Django, Docker).
Oct 2022 - Present - Integration Manager:
* Client communication and explanation of existing system capabilities (Jira).
* Receiving test or production access credentials from clients for service providers planned for integration (Jira).
* Documenting the integration process (Trello).
* Creating client requirements-based "User Stories"(GitLab-Wiki).
* Developing or testing (if available) integration packages for test API transactions based on Postman collections (Postman, Curl).
* Reviewing existing documentation.
* Creating digital self-signed certificates and sending them to support of service providers for signing (Linux).
* Coding required hash functions for signature encryption using various algorithms (MD5, SHA-256) across multiple programming languages (Java, PHP,Javascript, Perl, Python).
* Creating API requests (REST JSON/XML, Host-to-Host) as described in "User Stories".
* Problem-solving: direct communication with service provider technical support in case of integration issues in multiple languages including English(Telegram , Email, Jira).
* Setting up client back offices at different companies banks and payment systems.
* Use Cases: technical description of the integration process (Confluence, GitLab-Wiki).
* Dev Support: assisting developers in understanding integration nuances for faster implementation of client requirements (Slack).
Ключова інформація
Python (basic knowledge in Java, PHP, Javascript, Perl), Machine Learning, Linux,Git, Docker, REST-API JSON/XML, MySQL.
Over the years, I have honed the following soft-skills: teamwork, adaptability andcommunication, attention to details, critical thinking and a commitment tocontinuous learning.
Навчався в 1 закладі
Kharkiv National University of Radioelectronics (NURE)
Computer Engineering and Management
Харьков, 2001
Володіє мовами
Англійська
вище середнього
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Додаткова інформація
Контактна інформація
Telegram: @Kostyantyn_Besedin
LinkedIn: https://www.linkedin.com/in/kostyantyn-besedin-936490190/
Kostyantyn
Kostyantyn
Engineer / Analyst / Integration Manager
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