Summary
Overview
Work History
Education
Skills
Timeline
Generic

Sindhura Sammeta

GCP Data Engineer
Hyderabad

Summary

  • I have total 6.2 years of experience relevant to GCP is 5 years .Implemented and maintained data processing solutions on GCP, leveraging services such as BigQuery, Dataflow, and Pub/Sub.
  • Designed and optimized data storage and retrieval mechanisms using Google Cloud Storage and Bigtable.
  • Developed and maintained data pipelines on GCP Dataflow, ensuring efficient and scalable data processing.
  • Designed and managed complex workflows, optimizing data pipeline efficiency and reliability.
  • Implemented and maintained Hadoop clusters, managing large-scale data processing and storage effectively.
  • Utilized Pub/Sub and Dataflow for real-time data processing, enabling timely and actionable insights.
  • Proficient in Python, Java, and Pig, with a strong focus on writing clean, efficient, and maintainable code.
  • Extensive experience in working with MongoDB, ensuring data integrity and performance.
  • Applied Apache Beam for building data processing pipelines, enhancing data transformation and analysis.
  • Skilled in both Windows and Linux environments, optimizing system performance and security.
  • Implemented and maintained Solace message brokers for efficient and reliable data communication.
  • Leveraged Apache Spark for large-scale data processing, optimizing performance and scalability.
  • Extensive knowledge of AWS and Azure, ensuring seamless integration and interoperability across multiple cloud environments.
  • Proficient in Git for version control and used Docker and Jenkins for continuous integration and deployment.
  • Proven ability to collaborate cross-functionally, translating business requirements into scalable and efficient data solutions.
  • Strong problem-solving skills, consistently delivering innovative solutions to complex data challenges.
  • Excellent communication skills, adept at presenting technical concepts to non-technical stakeholders.
  • Demonstrated leadership in guiding and mentoring junior team members, fostering a collaborative and growth-oriented environment.
  • Design and develop Power BI reports and dashboards based on business requirements.
  • Create and maintain data models using Power BI Desktop.
  • Extract, transform, and load (ETL) data from different sources into Power BI.
  • Optimize and fine-tune performance of Power BI reports.
  • Analyze business requirements and translate them into data visualization solutions.
  • Extract insights from data and present findings in a clear and understandable manner.
  • Collaborate with business stakeholders to understand their reporting needs.
  • Provide data-driven recommendations to support decision-making.
  • responsible for writing clean, scalable, and efficient code using the Scala programming language.
  • They typically work on developing and maintaining software applications and systems.
  • optimize the performance of applications and systems by identifying bottlenecks and implementing efficient algorithms and data structures.
  • responsible for processing and analyzing large volumes of data using the Databricks platform.
  • They write code in languages such as Python, Scala, or SQL to transform, clean, and manipulate data for various analytical purposes.
  • write Spark jobs and applications to perform data processing tasks efficiently and at scale.

Overview

5
5
years of professional experience

Work History

GCP Data Engineer

General Mills
12.2020 - Current

Project Title: Cloud-Based CRM Implementation

Led implementation of cloud-based CRM on GCP, scalable infrastructure, efficient data models, and optimized performance for enhanced customer management.

Roles and Responsibilities:

  • Conducted detailed analysis of business requirements through collaboration with stakeholders to understand specific needs and pain points.
  • Translated business requirements into comprehensive technical specifications and user stories, ensuring alignment between business objectives and technical implementation.
  • Leveraged Google Cloud Platform (GCP) services such as Compute Engine, Cloud Storage, and Networking to design and establish a robust, scalable infrastructure for hosting the CRM application.
  • Implemented infrastructure as code (IaC) best practices using tools like Terraform or Deployment Manager to automate provisioning and configuration management.
  • Designed and implemented efficient data models to manage customer data effectively, considering factors such as data volume, velocity, and variety.
  • Integrated the CRM system with external data sources using GCP tools like Cloud Dataflow and Cloud Pub/Sub to ensure seamless data flow and synchronization.
  • Implemented robust security measures to ensure compliance with data protection regulations such as GDPR, including role-based access control (RBAC), data encryption, and audit logging.
  • Conducted regular security assessments and vulnerability scans to identify and mitigate potential security risks.
  • Customized the CRM application according to specific business requirements, configuring user interfaces, workflows, and automation rules to optimize user experience and operational workflows.
  • Implemented user feedback mechanisms and conducted usability testing to continuously improve the CRM application based on user insights.
  • Optimized system performance and scalability by fine-tuning database queries, implementing caching mechanisms, and leveraging GCP's autoscaling capabilities.
  • Established monitoring and alerting systems using GCP Stackdriver to proactively identify and address performance issues, ensuring high availability and reliability of the CRM application.
  • Provided comprehensive training sessions and ongoing support to end-users, including training materials, documentation, and user guides.
  • Addressed user inquiries and issues promptly, collaborating with cross-functional teams to troubleshoot and resolve technical issues.
  • Utilized a wide range of technologies and tools including Google Cloud Platform (GCP) services, CRM platforms, database technologies, and programming languages to deliver a successful cloud-based CRM solution.
  • The successful deployment of the cloud-based CRM solution on Google Cloud Platform resulted in improved customer data management, enhanced operational efficiency, and better customer relationship management capabilities for General Mills. The project contributed to increased customer satisfaction, streamlined processes, and better decision-making based on actionable insights derived from the CRM system.

Real-time Data Analysis Platform Implementation

General Mills
11.2018 - 10.2020

Project Title: Real-time Data Analysis Platform Implementation

Roles and Responsibilities:

  • Led the implementation of a real-time data analysis platform on Google Cloud Platform (GCP) using Dataproc, BigQuery, and Google Cloud Storage (GCS).
  • Designed and developed data pipelines using Apache Spark on Dataproc for real-time data processing and analysis.
    Utilized BigQuery for storing and querying large datasets, optimizing performance and cost-efficiency.
  • Implemented data ingestion workflows from various sources into GCS, ensuring data integrity and reliability.
  • Developed custom data processing algorithms and transformations to extract valuable insights from streaming data.
  • Integrated third-party APIs and external data sources into the platform for comprehensive data analysis.
  • Implemented monitoring and alerting systems to ensure data pipeline reliability and performance.
  • Collaborated with cross-functional teams to understand business requirements and translate them into technical solutions.
  • Provided training and documentation to stakeholders on platform usage and best practices.

Education

Bachelor of Technology -

JNTU
Kakinada
04.2001 -

Skills

Data Warehousing

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Timeline

GCP Data Engineer

General Mills
12.2020 - Current

Real-time Data Analysis Platform Implementation

General Mills
11.2018 - 10.2020

Bachelor of Technology -

JNTU
04.2001 -
Sindhura SammetaGCP Data Engineer