Archit Umrao
Senior Manager - Data Science & Analytics at Dream11
Based in Mumbai, India
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Seniority
Manager
Department
Information Technology
Location
Mumbai
Industry
Technology, Information and Media
Company size
1.6K
Contact information
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a•••••••@dream11.com
Phone
5 credits+91 ••• •••• ••••
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Background
About Archit Umrao
As a Data Science Leader with 7+ years of experience, I drive AI/ML and GenAI innovation for significant business outcomes. I specialize in precise forecasting, GenAI product development, and advanced analytics, translating complex data into actionable strategies that enhance revenue, optimize operations, and fuel business growth.At Dream11, I've led initiatives delivering industry-leading forecasting accuracy (5% MAPE monthly), reducing critical calibration errors by 50%, and engineering GenAI systems that cut instrumentation time by 85%. My work spans forecasting, real-time predictive modeling, and building GenAI solutions.Previously at Mastercard, I pioneered an ML-driven fraud detection engine reducing fraud volume by 87% and developed a critical COVID-19 hotspot prediction system for national governments (85%+ recall). My early internship experience involved engineering an Article Recommendation Engine using NLP and Autoencoders, which increased average session length by 10% and achieved 75%+ Top-10 Recall.
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