Ravi Narayanan
Vice president of insights and analytics at Nisum
Expertise: Machine learning, artificial intelligence, data science, big data

Ravi Narayanan is a leader with more than 25 years of experience in driving transformative technology and data initiatives. His expertise spans retail, media and entertainment, tech, energy, and financial services, where he has consistently led high-impact business and technology transformations. Ravi excels in leading CxO teams to harnessing cloud, data and analytics for operational efficiency and customer experience enhancement and has built innovative client solutions in data, applied AI, generative AI, software development, and quality.

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A hand manipulates data points into categories
Data leakage occurs when unexpected additional information infiltrates a training algorithm. Our expert explains what you need to look out for and how to solve this problem.