Suresh Kumar

Suresh Kumar Email and Phone Number

Transforming Data into Insights | Expert in SQL, ETL Processes, and Data Engineering | Passionate About Data-Driven Solutions @ CIBC
toronto, ontario, canada
Suresh Kumar's Location
Etobicoke, Ontario, Canada, Canada
About Suresh Kumar

5+ years as a BI and Azure Engineer, combining technical expertise and business acumen to deliver innovative solutions that enhance data management and analytics. Utilized advanced statistical methods for in-depth data analysis, providing actionable insights for evidence-based decision-making. Optimized data integration performance and resource utilization in Azure Data Factory, ensuring cost-effective data orchestration. Collaborated with data architects and DBAs to improve data structures and queries for enhanced performance in Power BI. Implemented data partitioning strategies on AWS Glue to enhance data storage and retrieval efficiency by organizing data into partitions. Defined and maintained data schema and metadata in Azure Data Lake to support data organization and governance. Applied SQL Server backup compression to reduce backup storage requirements. Managed data retention policies in BigQuery for efficient data management. Created interactive Power BI reports and dashboards with drill-through and drill-down features for detailed data exploration. Designed and developed SSAS cubes, including multidimensional models and hierarchies, to facilitate comprehensive data analysis. Developed and maintained Redshift views to simplify complex queries and provide a logical layer over raw data. Created and managed SSIS checkpoints to ensure package restartability and recovery from interruptions. Led the establishment of data governance frameworks to support organizational data strategy and vision. Developed and deployed machine learning models using Azure Databricks MLlib for intelligent insights and predictions. Implemented Snowflake data deduplication techniques to remove duplicate records. Collaborated with stakeholders to translate reporting needs into effective BI solutions. Implemented data quality and cleansing systems to ensure accurate and reliable data. Ensured data confidentiality and privacy through the design and implementation of report security and access controls in SSRS.

Suresh Kumar's Current Company Details
CIBC

Cibc

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Transforming Data into Insights | Expert in SQL, ETL Processes, and Data Engineering | Passionate About Data-Driven Solutions
toronto, ontario, canada
Website:
cibc.com
Employees:
34212
Suresh Kumar Work Experience Details
  • Cibc
    Data Engineer
    Cibc Sep 2022 - Present
    Ontario, Canada
     Implemented data validation processes, reducing AI model errors by 25%. Collaborated on feature engineering and automated feature extraction. Enhanced AI model training by integrating diverse data sources. Developed customer segmentation engines and predictive models with Power BI and MSBI. Utilized Azure Blob Storage’s geo-redundant storage for high availability. Implemented Redshift UDFs for custom data processing and used Snowflake data sharing for secure collaboration. Designed RBAC for Azure Synapse resources. Maintained Hadoop and Spark clusters for reliable infrastructure. Built interactive visualizations in Plotly and used AWS Glue logging for troubleshooting. Managed ETL code deployment and Azure DevOps service connections. Analyzed location-based data with BigQuery geospatial functions. Configured Azure Data Factory pipelines for performance and processing. Leveraged Azure Cosmos DB's MongoDB API for integration and Power BI with Dynamics 365 for analytics. Set up data lake integration with Azure Firewall for security and documented transformation processes. Integrated Azure Purview with data quality tools for profiling. Engineered encryption key vault rotation strategies and developed Python apps for retail. Created visualizations in QlikView with JavaScript and HTML. Developed data governance forums and maintained lineage reports. Utilized Power BI with Azure for storage and processing, and optimized Spark in Azure Data Bricks. Deployed event-driven architectures with Apache Kafka for streaming and designed data pipelines for BI tools like Tableau. Managed BI solutions for self-service analytics and worked with AWS Data Pipeline for data loads into Redshift. Used AWS EMR for data transformation and moving, enforced integrity with DataStage, and monitored ADF data sets. Integrated Lambda with SQS and DynamoDB with step functions for message updates.
  • State Bank Of India
    Business Intelligence And Cloud Engineer
    State Bank Of India Aug 2019 - Sep 2020
    Mumbai, Maharashtra, India
     Analyzed data sources and designed efficient data models in Power BI. Applied transformation techniques to clean, filter, and shape data for visualization and analysis. Designed and implemented real-time data streaming solutions on AWS Glue. Configured data partitioning and parallel processing in Azure Data Factory for optimized performance. Implemented Snowflake data masking and encryption for data privacy and security. Used Azure Purview to automate data ingestion and classification from IoT devices. Developed and maintained scripts for database performance monitoring and tuning. Designed data cleansing procedures to remove duplicate or erroneous data. Optimized SQL queries and stored procedures for Power BI reports. Implemented SQL Server full-text search for advanced querying of unstructured data. Applied code quality checks and analysis in Azure DevOps pipelines. Configured partitioning strategies in OLAP cubes and OLTP databases to enhance performance. Configured Blob Storage logging to monitor performance and access patterns. Used Azure Data Bricks for geospatial data processing on large datasets. Applied data virtualization techniques for real-time access and analysis. Conducted uncertainty estimation in deep learning models using Monte Carlo dropout and ensemble methods. Developed BigQuery data lineage documentation for data traceability. Participated in SSIS data integration and ETL project planning. Implemented advanced data security in QlikView, including masking and anonymization. Designed interactive data exploration tools in Plotly. Configured Redshift backups and snapshots for data protection. Optimized data lake integration with Azure Data Factory Mapping Data Flows. Managed SSIS package execution and logging for troubleshooting. Enabled Power BI data export to Excel and CSV. Optimized SSIS package performance through efficient parallelization and buffer management.
  • Amazon
    Junior Bi Engineer
    Amazon Mar 2017 - Feb 2019
    Telangana, India
     Developed and maintained robust data security policies, safeguarding sensitive information against unauthorized access. Created and enforced data governance policies for Power BI and MSBI solutions. Configured and managed report data sources in SSRS, ensuring secure and efficient connections to diverse repositories. Conducted fairness-aware model debiasing to mitigate biases in machine learning models, ensuring equitable outcomes. Implemented best practices for SSIS data integration, including governance, lineage, and security measures. Designed and implemented SQL queries for ad-hoc analysis and reporting in collaboration with data analysts. Developed and maintained SSIS package unit and integration tests, creating comprehensive test plans to validate functionality. Created data-driven alerts and notifications in Power BI to monitor key metrics and trigger actions based on thresholds. Troubleshot and resolved issues related to report rendering, data connectivity, and execution in SSRS. Worked with ETL developers to ensure smooth data flow to SSAS cubes, verifying data quality and consistency. Provided technical guidance and mentorship to junior data engineers. Developed and maintained data enrichment and transformation routines for analysis. Designed and developed Power BI dashboards with data-driven alerts for critical data changes. Optimized data structures and queries in Power BI in collaboration with data architects and database administrators. Implemented data access controls and role-based permissions to enforce security policies.

Suresh Kumar Education Details

Frequently Asked Questions about Suresh Kumar

What company does Suresh Kumar work for?

Suresh Kumar works for Cibc

What is Suresh Kumar's role at the current company?

Suresh Kumar's current role is Transforming Data into Insights | Expert in SQL, ETL Processes, and Data Engineering | Passionate About Data-Driven Solutions.

What schools did Suresh Kumar attend?

Suresh Kumar attended Montreal College Of Information Technology, Osmania University.

Who are Suresh Kumar's colleagues?

Suresh Kumar's colleagues are Sandy George, Amanda Barley, Hardik Ramparia, Jinghan Zhu, Victoria Bacani, Stephen Redding, Thupten Dorjee.

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