Confessions of a (Not-Quite) Slot Machine Designer By Jyothsna Santosh AI & Data Science Leader | Human-Centered Innovation | Banking, Retail & Healthcare | Shaping Scalable, Trusted Intelligence Systems Designing for Impact, One Spin at a Time — Lessons from 100,000 Simulations I’m not a game designer. But I am a data scientist fascinated by […]
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The Price Is (Almost) Right: Why Retailers Need More Than Deep Learning By Jyothsna Santosh Pricing in retail isn’t just a science; it’s a high-stakes strategy conversation. It sits at the intersection of business judgment, customer behavior, and machine intelligence. With portfolios that include hundreds of thousands of SKUs, even a 1% price shift can
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Beyond Transactions: Unlocking Small Business Potential with Data Science and Generative AI By Jyothsna Santosh – AI & Data Science Leader | Human-Centered Innovation | Banking, Retail & Healthcare | Shaping Scalable, Trusted Intelligence Systems Why This Matters Small businesses are the backbone of local economies, yet the way we understand and support them is
Building a Strong Data Foundation: How Organizations Can Overcome Fragmentation, Slow Deployment, and Experimentation Gaps By Jyothsna Santosh — AI & Data Science Leader, Human-Centered Innovation, Banking, Retail & Healthcare Note: The insights shared here reflect industry-wide observations and my personal professional experiences. They do not represent or reference my current employer. Introduction Data has
E-Commerce Search Trends: Enhancing the Customer Journey and Boosting Conversion E-commerce search plays a critical role in customer engagement and conversion. Research shows that around 30% of visitors use the search bar, and they convert 2–3x more than other users. A strong search experience reduces bounce rates and drives up to 39% of purchases. Mobile
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