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Ayush Garg

Ayush Garg

GenAI-Enabled Selenium UI Automation – Entity Extraction and Semantic Parsing

India flagFaridabad, India
$9.00/hrIntermediate

Key Skills

Software

No software listed

Top Subject Matter

Testing Automation with GenAI and UI Parse Mapping

Top Data Types

Computer Code ProgrammingComputer Code Programming

Top Task Types

Entity Ner Classification

Freelancer Overview

GenAI-Enabled Selenium UI Automation – Entity Extraction and Semantic Parsing. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Technology, The NorthCap University (2022). AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Entity (NER) Classification.

IntermediateEnglishHindi

Labeling Experience

GenAI-Enabled Selenium UI Automation – Entity Extraction and Semantic Parsing

Entity Ner Classification
Built a GenAI-enabled Selenium framework that utilized semantic parsing and entity extraction to automate test cases from natural language instructions. Transformed 150+ manual test cases into behavior-driven development (BDD) automation, streamlining regression testing processes. Leveraged CoreNLP to map user-defined steps to actionable UI interactions, demonstrating practical AI model integration in automation workflows. • Designed a process to parse and understand text instructions for UI actions. • Applied natural language processing techniques to classify entities within instruction texts. • Automated conversion from annotated instructions to executable test scripts using Cucumber BDD. • Evaluated the system's effectiveness in reducing manual QA effort and expanding test coverage.

Built a GenAI-enabled Selenium framework that utilized semantic parsing and entity extraction to automate test cases from natural language instructions. Transformed 150+ manual test cases into behavior-driven development (BDD) automation, streamlining regression testing processes. Leveraged CoreNLP to map user-defined steps to actionable UI interactions, demonstrating practical AI model integration in automation workflows. • Designed a process to parse and understand text instructions for UI actions. • Applied natural language processing techniques to classify entities within instruction texts. • Automated conversion from annotated instructions to executable test scripts using Cucumber BDD. • Evaluated the system's effectiveness in reducing manual QA effort and expanding test coverage.

Not specified

Education

T

The NorthCap University

Bachelor of Technology, Computer Science and Engineering

Bachelor of Technology
2018 - 2022

Work History

B

Blackrock

Associate Quality Assurance Engineer

Gurugram
2026 - Present
G

Gemini Solutions Private Limited

SDET Software Engineer

Gurugram
2022 - 2026