About

Amit Kumar is an experienced Data Scientist with expertise in Machine Learning, Deep Learning, Big Data, and DevOps. He has a strong engineering background, having graduated from the National Institute of Technology, Patna. Currently working at Vestas as a Full Stack Data Scientist, Amit is involved in developing business KPIs to focus on lean processes and cut unwanted costs in the service business. He has been instrumental in saving service costs with scalable solutions at a global level, with projects that have saved almost 1000 Euros per turbine per year. Amit has developed a machine learning model for component failure prediction by finding out the anomaly in data signals coming from turbines. He has also provisioned an ML utility for forecasting capacity and component units and developed a spare parts recommendation using fuzzy logic. Prior to joining Vestas, Amit worked with Renault as a Data Scientist, where he was associated with the Advanced Technology Group. His job profile involved full-stack data science, including getting data from the source, loading, cleaning, feature selection, analyzing, visualizing the data, building models, training, testing, and deploying using data pipelines. His domain expertise includes the automobile and finance sectors. Amit has also worked as a Data Research Analyst at Citi in the past. He has a total relevant experience of 9.03 years and has worked with tools such as Python, R, Jupyter, Spyder, Anaconda, and Spotfire. He has also worked with Big Data technologies such as Hadoop and PySpark and has experience working on the cloud with GCP. With his strong technical skills and experience in developing scalable solutions, Amit is a valuable asset to any organization looking to leverage data science to drive business growth.