About

Ranjan is a highly skilled Senior Scientist with extensive experience in technology development and the complete software development life cycle. He is proficient in figuring out technology needs, distilling functional requirements, and translating them into robust, scalable, and operable solutions. With core competencies in data analysis, predictive modeling through machine/deep learning, physically based modeling, simulation, efficient numerical and symbolic computation, computer vision, graphics, and visualization, and haptic displays, Ranjan has a strong track record of leading and working in teams with multi-disciplinary expertise leading to successful multi-generation products. Ranjan is a GE certified Lean Six Sigma and Analytics Engineer and has received the GE (Research) Dushman award for the best product of the year and establishing collaborations. He is currently working as a Senior Scientist at GE Global Research, where he guides, develops, and helps deploy machine learning and data analysis-based solutions. Ranjan's responsibilities include defining technology needs, distilling functional requirements, and translating these requirements into robust, scalable, and operable solutions. He primarily focuses on design and modeling for image data curation and algorithm, implementation, testing, documentation, delivery, and assisting in support and maintenance. Ranjan has completed several projects, including a Deep learning (DL) based platform, modality-specific plug-ins, and application development, X-Ray Applications, PACS, Integrated Registration, PET-VCAR, ColonCAD, MR-based applications, CortexID, CardIQ fusion, and NeuroMarQ. He has also worked as a Senior Staff Data Scientist at General Electric, where he guided, developed, and helped deploy machine learning-based solutions on-prem and cloud (Edison-AI). Ranjan's responsibilities at GE included defining technology needs, distilling functional requirements, and translating these requirements into robust, scalable, and operable solutions. Ranjan holds an M.S. in Computer Science from the National University of Singapore, an M. Sc. (Engg.) in Machine Learning from Indian Institute of Science (IISc), and a B.E. in Electrical Technology and Electronics from IISc. He has a strong tech stack that includes Research Scientist, Data Scientist, Deep Learning, AI, ML, Keras, Python, Scikit, AWS, TensorFlow, Pytorch, Computer Vision, Software Engineer, C, MySQL, and infra. With almost 30 years of relevant experience, Ranjan is a highly sought-after professional in the technology industry.