Ruslan Gokhman

• Performed statistical, qualitative, and quantitative analysis.
• Worked both independently and collaboratively in fast-paced laboratory environment.
• Development of Machine Learning tools for Stroke Rehabilitation

Main Project Description:

• TrueAutomation.io is a state-of-the-art SaaS platform tailored for testing automation professionals, revolutionizing the approach to web testing locators. By implementing an AI-based engine that substitutes regular locators with a unique element footprint, it significantly reduces the need for test maintenance, even amid substantial page changes.
• The platform excels in testing coverage for technologies with dynamic DOM trees like React, GWT, and Vaadin, streamlining the process without the need for extra coding.

Key Contributions:

• Developed and integrated advanced machine learning models, including Long Short-Term Memory (LSTM), Recurrent Neural Networks (RNN), Convolutional Neural Networks (CNN), Siamese Neural Networks, and Transformer models like T5 and DistilBERT. These models were crucial in enhancing the AI-based engine's capability to generate unique element footprints accurately.
• Engineered sophisticated mathematical algorithms to optimize the performance and efficiency of the AI engine, ensuring robustness in the detection and tracking of web elements.
• Played a pivotal role in maintaining the compatibility of TrueAutomation.io with the Selenium environment, ensuring a seamless transition for testing professionals into this more advanced, AI-enhanced testing framework.

Impact and Achievements:

• My work in developing these neural networks and algorithms significantly contributed to the project's success by enabling more accurate, maintenance-free testing automation. This led to a notable improvement in the efficiency and reliability of web testing processes for technologies with dynamic DOM trees.

Development, management, maintenance, testing, and debugging the back end of large Web applications. The core application logic, databases, data and application integration, API, and etc.

I participated in the next projects:

• Family Management Insurance - Back End Developer, Project Manager.
• Ordering, selling management system - Back End Developer, Project Manager.
• Jewelry shop - Project Manager.