09/02/2021 updated

SK
100 % available

Module lead, Senior Software Engineer

India
India
India
India

Profile attachments

CV - suman Karanam

Amazon Web ServicesAnalytical ThinkingData AnalysisAutomationMicrosoft AzureBusiness IntelligenceCloud ComputingData ProcessingExtract Transform Load (ETL)Data WarehousingIBM DB2IBM InfoSphere DataStageDevOpsMobile Device ManagementDimensional ModelingDistributed Data StoreApache HadoopInfrastructure ManagementPython (Programming Language)Linear ModelLogistic RegressionMachine LearningMongoDBOnline Analytical ProcessingNoSQLPrincipal Component AnalysisSAP ApplicationsSAP NetWeaver BISAP HANAScalaSignal ProcessingSpectral AnalysisPL-SQLStatisticsData StreamingSalesforce TableauText MiningTime SeriesFeature EngineeringApache SparkDeep LearningKubernetesApache KafkaSpark StreamingElastic KibanaDockerJenkinsMicroservices
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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