About

Suraj Agrawal is a Lead Research Engineer specializing in AI and Data Science with over 4.86 years of relevant experience. He holds a Bachelor's degree in Computer Science Engineering from IIT (ISM) Dhanbad. Suraj is currently working as a Senior Research Software Engineer at Samsung Research Institute Bangalore, where he is responsible for enabling Artificial Intelligence for IOT Digital Appliances. In his current role, Suraj is working on innovative Artificial Intelligence use cases for appliances such as AC, Refrigerator, and Washing Machine. He has developed various Machine Learning Algorithms to improve user experience across Samsung Digital Appliances. Suraj has expertise in AI, Machine Learning Technologies such as Python, Pandas, Numpy, Scikit learn, Decision Trees, Random Forest, Gradient boosting, LSTM, and Time Series Analysis. He is also experienced in Business Intelligence using Appliances Data, where he conducts research on analytics problems of IOT sensor data, processes data, and finds business insights. Suraj has hands-on experience in Spark and Tableau. Furthermore, Suraj has expertise in Big Data Processing, where he has worked on Spark-based Big data processing pipelines for AI and BI data preparation and modeling. He has also worked on the generation of sessionized data for each appliance functionality and has experience in ETL processing, Data profiling, Data Enhancement, Data Interpolation, Adaptive Sampling, and Retention Analysis. In addition, Suraj has experience in the development of IoT Big Data Platform Architecture, where he has worked on Data Catalog, Data quality manager, Data profiling, Data lineage, Data Quality monitoring, and Anomaly Detection. Prior to his current role, Suraj has worked as a Summer Intern at Amdocs. Suraj's Tech Stack includes Research Scientist, AI, Software Engineer, Big Data, Data Scientist, Spark, Random Forest, ETL, Scikit, Python, ML, Pandas, Mobile, AWS, Redis, MongoDB. With his strong engineering background, expertise in AI and Data Science, and experience in Big Data Processing and IoT Big Data Platform Architecture, Suraj is a valuable asset to any organization.