Senthilkumar Bala work email
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Large scale platforms and applications, Big Data, Datawarehousing, Image Analytics.Specializations: - Building data lakes using Databricks / Spark- Designed and Architected Hadoop ETL offload use cases.( datawarehousing, streaming)- Large Data Systems on the cloud (Amazon AWS)- Stream processing at scale via Spark/Kafka/MapR Streams- Batch processing at scale via Apache Hive- MPP Platforms - Amazon Redshift, IBM Netezza- Designed NoSql (Apache HBase/MapRDB) database for implementing product MDM stores.- Built image recognition applications using Python , OpenCV for enhanced image Analytics for a product MDM store.- Software development in Python- Built User/Product Recommendation Engines.- Wholesale Bundle Optimization for telecom operators
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All Things EngineeringWitness Chain Nov 2023 - PresentBengaluru, Karnataka, India -
Principal Software EngineerKaleidoscope Blockchain Aug 2022 - Dec 2023Bengaluru, Karnataka, IndiaBuilding software in blockchain tech -
All Things EngineeringBanyan Intelligence Jun 2022 - PresentBengaluru, Karnataka, India -
Principal Data EngineerAtlassian Jun 2020 - Jul 2022Bengaluru, Karnataka, IndiaWorked as a Principal Engineer and helping to build Data & AI/ML platforms on Databricks, Spark, MLFlow. -
Computer ScientistAdobe Oct 2017 - May 2020Bengaluru Area, India- Building self service data systems on Hadoop/HBase/Spark- Building OLAP on Hadoop- Building NLP systems -
Senior Data ArchitectHappiest Minds Technologies Nov 2016 - Sep 2017Bengaluru Area, India -
Senior Big Data ArchitectHappiest Minds Technologies Oct 2016 - Sep 2017Bengaluru, Karnataka, India- Architecting a multi-TB MapR - Hadoop Datawarehouse for a leading apparel retailer in the US- Experience building batch and near real-time data pipelines using Hive, Spark SQL, MapR-DB (HBase)- Built SQL-on-Hadoop layer on Apache Drill for Batch Reports & Data Discovery use cases- Building an Image Analytics solution. Dominant Color Detection, Text Extraction from Images.- Building K-Means models to extract dominant color- Experience in Python, pyspark -
Senior Amazon Redshift ArchitectSasken Communication Technologies Sep 2014 - Sep 2016Bengaluru Area, IndiaBig Data Ingestion Architecture (Hadoop, Hive, Amazon Redshift), Visual Data Discovery (Tableau & Qlikview), Presales Support.Worked on a predictive analytics & an insights platform solution for a large MVNO in the UK. Solution ingested close to 100 mln records/100GB on a daily basis.Data at rest was close to 10 billion records/20TBSQL Server/SSIS for integrationAmazon Redshift ds2.xlarge clusters as the MPP datastoreSelf Service BI on Qlikview & Tableau… Show more Big Data Ingestion Architecture (Hadoop, Hive, Amazon Redshift), Visual Data Discovery (Tableau & Qlikview), Presales Support.Worked on a predictive analytics & an insights platform solution for a large MVNO in the UK. Solution ingested close to 100 mln records/100GB on a daily basis.Data at rest was close to 10 billion records/20TBSQL Server/SSIS for integrationAmazon Redshift ds2.xlarge clusters as the MPP datastoreSelf Service BI on Qlikview & Tableau. Python 3.5 , Boto & Shell scripts for scripting the orchestration workflowUsed Luigi as the job scheduler/orchestratorDeployed on Amazon AWS Cloud Show less -
Entrepreneur | Product Architect3Joins.Com Nov 2014 - Mar 2016Bengaluru Area, IndiaFounder & Head of Technology of 3joins.com, An Interviewing as a Service Company.Platform on AWS. Running on Django, Python 3, Postgres.
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Solutions ArchitectMindtree Apr 2013 - Sep 2014Chennai Area, India- Solution Architecture and Design of a Global Geo-Spatial, Catastrophe Risk Exposure Data System- Planning and Scoping of features from Requirements to Delivery.- Improving efficiency of solution delivery processes- Key technologies include IBM DB2 Spatial, Netezza, IBM MDM, PBBI Spectrum, IBM IIS Datastage and ArcGIS -
Dw/Bi Presales ConsultantMindtree Ltd. Jun 2011 - Sep 2014Greater New York City Area- Presales Consulting on Enterprise Datawarehouse and BI strategy Implementations- Full lifecycle project plans on Enterprise Master Data Management- Work on differentiators for key proposals -
Sr Datawarehouse ArchitectMindtree Jul 2011 - Mar 2013Greater New York City Area- Senior Datawarehouse and BI Architect working for Global Markets Division of Chartis- Architecting a strategic operations data-mart that will rollout to more than 800 users across 60 different countries.- Developing a solution on Datastage 8.x and Oracle 11g -
Sr Datawarehouse ArchitectMindtree Dec 2010 - Jul 2011Greater New York City Area- Architected a Datamart for the Trade Finance business of CIT Group as part of a Corporate Datawarehouse initiative.- Developed the solution on Oracle 10g, Datastage 8.x, Business Objects 3.0- Responsible for ETL and DW architecture. -
Project Manager & Solution Evangelist, Dw/Bi Center Of ExcellenceMindtree Ltd Jun 2009 - Dec 2010Bengaluru Area, India- Responsible for establishing a BI CoE for MS and SAP technology toolset.- Responsible for innovation of BI frameworks contributing to pre-sales efforts and accelerated development lifecycles.- Created RUBIC Airline framework for accelerating BI projects for the revenue management business of Airlines industry.- Created RUBIC SAFE framework to support BI analytics for support implementations of a DW/BI project. -
Dw/Bi Strategy & Business Intelligence ConsultantMindtree Nov 2009 - Feb 2010Pennsylvania Area- Played a key role in Corporate/Business Performance Management Strategy- Provided an Enterprise DW/BI Strategy (encompassing ETL, DW and BI strategy, BICC organization development, project roadmap creation) for the Aon Affinity business function.- Performed a detailed, comprehensive enterprise DW & BI Health Assessment- Drafted a Data & BI Governance Roadmap with implementation details.- Was responsible for the DW & BI Business-Case Building -
Datawarehouse Developer / ManagerMindtree Jan 2003 - Nov 2009Tucson, Arizona Area- Responsible for managing a from-scratch datamart buildup across multiple business functions like Operations & Service, Engineering & Sales.- It was developed on Oracle 10g, OBIEE and OWB.- Near Real-time datamart delivering KPIs to the executives.- It was rolled out to 5 states within the United States, over a period of 1 year.- Managed a team of 7 (onsite-offshore)
Senthilkumar Bala Skills
Senthilkumar Bala Education Details
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Computer Science -
Artificial Intelligence
Frequently Asked Questions about Senthilkumar Bala
What company does Senthilkumar Bala work for?
Senthilkumar Bala works for Witness Chain
What is Senthilkumar Bala's role at the current company?
Senthilkumar Bala's current role is Building Witness Chain , Banyan.
What is Senthilkumar Bala's email address?
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What is Senthilkumar Bala's direct phone number?
Senthilkumar Bala's direct phone number is (994)-526*****
What schools did Senthilkumar Bala attend?
Senthilkumar Bala attended Amrita Vishwa Vidyapeetham, International Institute Of Information Technology Bangalore.
What are some of Senthilkumar Bala's interests?
Senthilkumar Bala has interest in Science And Technology, Education, Disaster And Humanitarian Relief.
What skills is Senthilkumar Bala known for?
Senthilkumar Bala has skills like Apache Hive, Angularjs, Amazon Redshift, Python, Django, Postgresql, Business Intelligence, Data Warehousing, Etl, Data Modeling, Solution Architecture, Business Objects.
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