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Testμ 2024
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James Massa

James Massa

Senior Executive Director of Software Engineering and Architecture, JPMorgan Chase & Co.

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session

Essential Skills for Modern Testers: Testing AI, Testing with AI, Testing FinOps, and Testing Data Quality.

About the Talk

As software complexity and AI-generated code proliferate, testers must evolve to tackle new challenges. This talk covers four critical areas every modern tester should master:

  • Testing AI: AI systems present unique challenges as they are probabilistic and evolve with new data. Testers need novel strategies to ensure accuracy, fairness, and robustness in AI models. This includes validating machine learning algorithms, ensuring data quality, and mitigating biases.

  • Testing with AI: AI-driven tools can revolutionize testing by automating repetitive tasks, identifying patterns, and predicting defects. Integrating AI into workflows enhances efficiency, test coverage, and allows testers to focus on complex scenarios requiring human intuition and creativity.

  • Testing FinOps: As organizations move to the cloud, managing costs (FinOps) is vital. Testers must understand FinOps principles to optimize resource usage, monitor spending, and ensure cost-effective testing activities.

  • Testing Data Quality: Quality data is crucial for AI systems. Poor data quality leads to inaccurate models and flawed outcomes. Implement robust data validation, effective data cleaning, and strong data governance to maintain data integrity and reliability.

  • Join this session for insights into these areas and tools to excel in modern testing, whether you're an experienced tester or new to the field. Enhance your strategies and drive project success.

Key Takeaways:

  • Test various AI types (machine learning, LLM, Gen AI).
  • Use AI agents and coding assistants to boost quality.
  • Understand and implement FinOps in QA.

About the Speaker

A renowned leader in engineering quality and compliance technology, James has driven transformative initiatives in data quality, FinOps, AI, AWS and Humanless Autocode at Scale.

As Head of Compliance Technology for Wealth Management at J.P. Morgan Chase, he spearheads cutting-edge solutions that have earned multiple industry accolades, including the FSTech 2024 award for Best Financial Services IT Team and the AFTA award for Best Compliance Initiative in 2022 and 2021.

James holds several patents for automated testing, AI, and FinOps, and his expertise extends to areas like RegTech, where he won the FF Banking Tech 2022 award for Best Use of RegTech. A certified AWS Solutions Architect, he has master's degrees from Harvard University and Baruch College. James has taught Scrum at NYU and currently contributes academic papers on blockchain vulnerability detection for the Kennesaw State University Decentralized Science Lab.

With his dynamic speaking style and deep technical knowledge, James is a sought-after presenter at top tech conferences worldwide.

About Testµ Conference

Testµ Conference is a virtual or online-only conference to define the future of testing. Join over 30,000+ software testers, developers, quality assurance experts, industry experts, and thought leaders for 3 days of learning, testing, and networking at Testμ Conference 2024 by LambdaTest.

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