TestGuild Automation Podcast AI Impact in Software Testing with Gaurav Mittal
Nov 24, 2024
Gaurav Mittal, an expert data science manager with over 18 years in software testing and AI, shares his insights on the evolution from manual to automated testing. He highlights the revolutionary role of AI in enhancing efficiency and collaboration in testing processes. Gaurav discusses the benefits of open-source AI tools like TensorFlow and Keras, the importance of retraining models, and why Playwright outshines Selenium. He also emphasizes AI as a practical assistant, offering actionable tips for integrating AI into automation strategies for improved performance.
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Episode notes
Automated Email Categorization
- Gaurav Mittal automated email categorization, reducing manual effort for support teams.
- He used AI/ML models for text and image classification to categorize emails and identify clients.
AI as an Assistant
- AI should be seen as an assistant in automation, not a requirement.
- Start with automation and incorporate AI/ML models only when they can simplify specific tasks.
Open-Source AI Models
- Many open-source AI/ML models and libraries are available, like TensorFlow and Keras for image classification.
- Don't feel pressured to use paid AI solutions when free alternatives exist.