09/02/2021 updated

SK
100 % available

Module lead, Senior Software Engineer

India
India
India
India

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CV - suman Karanam

SAP BWPythondata analyticsMachine Learningdimensional data modelingETL (Etract Transform Load)HANA Native DevelopmentMDMDocker & KubernetesData Engineering
Below are the  tools and technologies , i have worked one

Analytics:
  • Expertise in building OLAP systems with dimensional modeling techniques across varies industries
  • Proficient in building distributed data processing/storage frameworks like Hadoop and Spark
  • Time series DB: Open TSDB
  • EDW: Native HANA, DB2, SAP BW
  • Business Intelligence: Tableau, Lumera, Kibana, Metabase
  • NoSQL: MongoDB, Elastic
  • In-memory DB: SAP HANA
  • MDM: SAP MDM, IBM Quality Stage
  • ETL tools: Informatica, BODS, DataStage
Machine Learning / Advanced Analytics:
  • Linear models, Statistical inference, Classifiers like logistic regression, KNN
  • Signal processing, spectrum analysis using Fourier transformations
  • Feature engineering, feature scaling and dimensional reduction techniques (Principal Component Analysis, Regularization techniques)
  • Streaming analytics with Spark streaming and Kafka
  • Text mining
  • Deep learning (Auto encoders), self-organizing maps
  • Time series modeling (AR, ARIMA, SARIMA)
Others:
  • Micro services for data processing using Docker, Kubernetes, Helm charts
  • Experience in building devops pipelines using Jenkins
  • Infrastructure automation using Terraforms (HCL), Runbooks etc.
  • Cloud: Azure, AWS
  • Languages: Python, Scala, PL SQL

Languages

EnglishGood

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