Renuka kola
Banglore
Summary
Motivated professional with a strong work ethic and adaptability. Excels in interpersonal communication and demonstrates proven ability to work independently. Rapidly acquires new skills and embraces challenges effectively. I have an experience of 1.5 years .
Overview
3
3
years of professional experience
Work History
AI Engineer
Happiest Minds Technologies
Bangalore
04.2024 - Current
- Automated Test Distribution - React/TypeScript
- Engineered a complete automation workflow for test case selection, prioritization, and execution planning.
- Implemented complex search, filter, and multi-criteria selection features to optimize test discovery.
- Designed bulk processing pipelines including CSV ingestion and Jira-based synchronization.
- Developed prioritization algorithms to rank test cases by failure probability, improving execution efficiency.
- Built bidirectional integration with Jira and Excel for seamless import/export and reporting.
- Created guided, step-by-step workflows with progress indicators for QA teams.
- Implemented pagination, dependency visualization, and responsive components to enhance usability.
- Delivered a scalable and interactive front-end using React (TS), Shadcn/UI, Tailwind, and Lucide-react.
AI Engineer
Happiest Minds Technologies
Bangalore
04.2024 - Current
- AI-Powered UI Test/Script Generator (RAG Pipeline) - Python/CrewAl
- Architected and implemented a Retrieval-Augmented Generation (RAG) pipeline for autonomous UI test creation.
- Integrated CrewAl agents to orchestrate script generation, validation, prioritization, and refinement tasks.
- Developed retrieval components using VectorDBs (Chroma/FAISS) to fetch relevant UI metadata.
- Built multi-scenario, multi-state handling logic to generate accurate UI test coverage across real-world flows.
- Enabled export of generated scripts to multiple test-automation frameworks (Playwright, Selenium, etc.).
- Implemented iterative feedback loops to optimize script accuracy and reduce manual corrections.
- Developed an interface enabling QA teams to review, approve, and customize AI-generated scripts.
AI Engineer
Happiest Minds Technologies
Bangalore
04.2024 - Current
- Synthetic Data Generation - Python/SDV
- Developed a synthetic data generation pipeline leveraging SDV models to learn patterns from sensitive datasets.
- Cleaned, transformed, and preprocessed raw sales data for training and evaluation.
- Generated synthetic datasets across customers, products, and transaction entities with high statistical fidelity.
- Built validation pipelines to compare distributions, correlations, and metrics with original datasets.
- Automated structured outputs in CSV and text formats and designed JSON configs for flexible model control.
- Created reusable scripts for dataset preprocessing, SDV model training, evaluation, and metadata generation.
AI Engineer
Happiest Minds Technologies
Bangalore
04.2024 - Current
- Swagger Parser - Java/RestAssured
- Created a Java-based automation framework that parses Swagger schemas to apply dynamic authentication.
- Auto-generated Postman collections with full support for Basic, Bearer, and OAuth2 authentication.
- Built an extensible Authorization Helper module to inject authentication into RestAssured tests at runtime.
- Implemented error-handling and warning logs for unsupported authentication schemes.
- Ensured robust API validation through TestNG/JUnit integration and Maven-based builds.
- Designed the solution to be modular and extendable for future authentication mechanisms.
Developer
Waisl Limited
Hyderabad
12.2022 - 03.2023
- Utilized Grafana and Prometheus
- Collaborated with team members to design innovative software solutions for clients.
Education
Beech - computer science
gmr institute of technology
01.2023
Skills
- Python and Java
- Spring Boot and React
- JavaScript and Playwright
- Artificial intelligence
- Microsoft certification
- Vector databases
- LangChain and AI agents
- Version control with Git
- Test automation
- Problem solving
- Deep learning
- Agile methodology
- Team collaboration
- Relationship management
- Communication skills
- Time management
- Multitasking
Awards
Extramile Championship, Happiest Minds, Q2
Timeline
AI Engineer
Happiest Minds Technologies
04.2024 - Current
AI Engineer
Happiest Minds Technologies
04.2024 - Current
AI Engineer
Happiest Minds Technologies
04.2024 - Current
AI Engineer
Happiest Minds Technologies
04.2024 - Current
Developer
Waisl Limited
12.2022 - 03.2023
Beech - computer science
gmr institute of technology