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About Pradeep Kumar
Pradeep Kumar is a Data Scientist at Centerdata with extensive experience in machine learning, deep learning, and AI-driven solutions. He holds a Master’s degree in Electrical Engineering from Eindhoven University of Technology (TU/e) and a Bachelor’s degree in Electrical Engineering from the National Institute of Technology, Jamshedpur.
At Centerdata, Pradeep applies advanced machine learning and AI techniques to solve complex problems in natural language processing, computer vision, signal processing, and large-scale data engineering, with applications across healthcare, crime and subversion analysis, labor market research, and public policy evaluation.
He has been involved in projects related to preventing crime and subversion, predicting health and trauma outcomes, image recognition in the public sector, activity detection using sensor signals, data exploration and visualization, web scraping, and a wide range of text analytics and NLP applications.
Pradeep has hands-on experience working with various foundation models and developing AI-driven applications around them, including large language models (LLMs), vector databases, and retrieval-augmented generation (RAG). He is skilled in deep learning frameworks like PyTorch, TensorFlow, and Keras, cloud platforms including AWS and Azure, and focuses on building scalable, research-driven AI solutions that bridge the gap between data, algorithms, and real-world societal challenges.