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BABLOO KUMAR
Senior Data Scientist- NLP, LLM, Search and Recommendation System Research at Gartner
About
Babloo Kumar is a Senior Data Scientist with an impressive 7+ years of experience in machine learning and data science. He has a proven track record of developing and implementing large-scale algorithms that have significantly impacted business revenues and user experience. Currently, he is working as a Senior Data Scientist - NLP, Search and Recommendation System Research at Gartner. Babloo's specialties include machine learning, personalization, recommender systems, deep learning, contextual bandits, collaborative filtering, information retrieval, text analysis, and design and analysis of statistical methods for high-dimensional problems. He is well-versed in key tools and packages such as Python, R, Julia Programming, SQL, PySpark, TensorFlow, Keras, PyTorch, MLFlow, MongoDB, Elasticsearch, and Kafka. Babloo has previously worked with Phenom and Times Internet, where he worked on improving users' long-term engagement and satisfaction. His research interests revolve around probabilistic machine learning, NLP, deep learning, and range from designing effective models to developing computationally-efficient inference algorithms and recommendation systems. At Times Internet, Babloo was responsible for lead recommendation engine initiatives involving the design, development, and deployment of recommendation engine algorithms that impacted Economic Times core products. He developed and implemented session-based deep recommendation engines, collaborative filtering, keyword and section-based recommendation engines, and algorithms to handle the cold start problem in news recommendation. He also architected and implemented deep learning-based real-time personalized notifications for the Economic Times user, achieving ~2.19X growth in CTR. Babloo holds a Master's degree in Industrial and Management Engineering (Advanced Statistics & Mathematical Finance) from the Indian Institute of Technology, Kanpur, and a Bachelor of Technology in Electronics and Communications Engineering from Jamia Millia Islamia. He is well-versed in a range of tech stack, including research scientist, data scientist, recommendation system, NLP, Python, ML, search, deep learning, SQL, information retrieval, Keras, SVM, TensorFlow, MongoDB, Elastic Search, Kafka, Pytorch, Flask, GCP, sentiment analysis, random forest, web, HDFS, Spark, Scikit, Pandas, and Hadoop. Overall, Babloo Kumar is a highly skilled and experienced data scientist with a passion for developing innovative algorithms that improve business revenues and user experience.
Education Overview
• iit kanpur indian institute of technology kanpur
• jamia millia islamia
Companies Overview
• gartner
• phenom
• times internet
• intelliplanner software system india
• novartis
• aarsh management solutions
• indian meteorological department
Experience Overview
8.6 Years
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