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Mohammed Rayan

Mohammed Rayan

Product Manager | Data Analytics | AI-driven growth

Pune, Maharashtra, India
Joined February 2026
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Summary

Product manager focused on data and analytics who emphasizes AI-driven growth and building scalable technology products.
Practical experience across early-career engineering roles and startup product roles, bridging hands-on technical work with product strategy. weekday
Practitioner and communicator of machine learning techniques — writes about applied ML (e.g., XGBoost) and its use in fraud detection. medium+1
Formally trained in data science (MS Data Science, CHRIST University) with an undergraduate background in computer applications. weekday

Work

Education

Writing

Beyond the Surface: XGBoost’s Impact on Fraud Detection

May 1, 2024

A Medium article explaining the role of cybersecurity and fraud detection and how ensemble learning and XGBoost can be used to improve fraud detection systems, including steps for data preparation, feature engineering, model training, evaluation, and deployment.

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