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Amit Kumar
Data Scientist |Machine learning at Wells Fargo
About
Amit Kumar is a highly experienced IT professional with over 8 years of technical expertise in Oracle, Machine Learning, Deep Learning, Python, R, PL/SQL, Data Modelling, Unix, Hadoop, HDFS, Hive, Spark SQL, Red Shift, AWS, S3, EC2, Apache Nifi, Lamda, SNS, WebFocus, and Data Warehousing. He is passionate about learning new technologies and has a proven track record of leading and managing high-performing teams. Amit has extensive experience in performing EDA for data analysis using Python, building different machine learning models, and performing PCA and clustering to detect anomalies. He is also skilled in building dashboards using Plotly and Tableau for end-users. Amit has the ability to perform feedback analysis and continuous improvement, manage projects independently, and interact with business users. In addition to his technical skills, Amit has experience in data warehousing and OLTP development, business intelligence on data modelling, ETL, and reporting. He is an expert in writing and tuning SQLs, with an extensive understanding of query optimization and performance tuning. Amit has also worked on OLAP design, partitioning, and performance tuning. Amit has worked with several companies in the past, including Epsilon and CenturyLink. At Epsilon, he led a team of 10 members and implemented supervised, unsupervised, and LSTM models to solve customer data. He also designed and managed the campaign DataMart and investigated new technology solutions to optimize existing processes. At CenturyLink, Amit interacted with business users, developed Pig scripts for processing data, and maintained Hadoop clusters for dev/staging/production. Amit holds a Bachelor of Engineering degree in Information Technology from BIT. He has a diverse tech stack, including SQL, Data Scientist, Research Scientist, AWS, Python, ML, Spark, Apache Hive, Deep Learning, HDFS, Hadoop, ETL, and Big Data. With 12.37 years of relevant experience, Amit is an asset to any organization.
Education Overview
Companies Overview
• wells fargo
• epsilon
• centurylink
• target
Experience Overview
12.8 Years
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