Swati Thakur
Pune
Summary
- Dynamic Data Engineer with 8 years of experience in orchestrating complex data migrations and developing scalable solutions that significantly enhance operational efficiency.
- Expertise in leveraging Google Cloud Platform to design robust ETL pipelines and automate workflows, ensuring optimized data processing and integration.
- Proven ability to handle challenges by navigating through complex technical issues and stepping beyond comfort zones to implement innovative solutions.
- Committed to continuous learning, staying ahead of emerging trends in AI and cloud technologies to drive impactful results.
- Adept at engaging stakeholders, aligning technical initiatives with strategic business objectives, and consistently delivering high-quality, scalable solutions that empower decision-making and foster continuous improvement.
- Proven track record of thriving in fast-paced environments, delivering excellence under tight deadlines.
Overview
8
8
years of professional experience
1
1
Certification
Work History
Data Engineer
Google
07.2022 - Current
- Led strategic migrations: Directed the design, architecture, and successful implementation of application and data warehouse migrations to Google Cloud Platform (GCP), ensuring high availability and seamless integration.
- Built Scalable Data Systems: Designed and developed batch and real-time data pipelines using GCP tools, enabling efficient data processing, transformation, and integration across diverse platforms to meet critical business needs.
- Optimized Data Models: Architected and optimized data models to align with product and business requirements, ensuring high performance, cost-efficiency, and scalability.
- Delivered robust, production-ready solutions in collaboration with engineering teams, enhancing system integration and proposing new features for platform improvement
- AI innovation: Demonstrated expertise in cloud-native technologies, AI, and data engineering, contributing to customer success and the advancement of organizational goals
- Developed and deployed generative AI solutions, collaborating with partners to implement cutting-edge solutions tailored to diverse industry use cases
- End-to-end development: Partnered with stakeholders to define and translate feature requirements into actionable roadmaps, ensuring delivery aligned with business goals
- Data-driven decision-making: Built interactive business intelligence dashboards using Looker, empowering customers with actionable insights to support critical decision-making
- Training and enablement: Conducted workshops, bootcamps, and interactive demos on GCP and Looker, streamlining onboarding and enabling customers to leverage cloud technologies effectively
Senior Analyst
Accenture
01.2021 - 07.2022
- As a Senior Analyst at Accenture, I demonstrated strong leadership by spearheading the end-to-end migration of a large-scale data warehouse from Hadoop to Google BigQuery, ensuring a seamless transition that enhanced system performance and reduced query processing time by 30%
- Leading a team of four members & leveraging my technical expertise, I optimized legacy system functionality by replicating workflows, converting complex Scala code into efficient BigQuery scripts and stored procedures, and improving maintainability
- I designed and deployed scalable ETL pipelines and automated workflows using Cloud Composer, effectively orchestrating complex data tasks and reducing operational costs by 40%
- My ability to resolve critical data validation issues through root-cause analysis ensured data accuracy and reliability, positively impacting downstream business processes
- By tackling complex challenges and presenting technical solutions in client demos, I delivered actionable results, strengthened stakeholder trust, and drove measurable improvements in project outcomes
Engineer II
Datametica
04.2019 - 01.2021
- Led successful migrations of complex data warehouses from on-premise systems (Netezza, SAP, Datastage) and cloud platforms (AWS) to GCP, optimizing workflows and ensuring minimal downtime
- Designed and implemented modern ETL pipelines by converting legacy BODS and Datastage jobs into BigQuery-compatible code, leveraging GCP tools such as Cloud Composer, BigQuery, and Stackdriver for efficient workflow orchestration and monitoring
- Automated critical processes using Python-based cloud functions, significantly reducing manual interventions and enhancing operational efficiency
- Collaborated with stakeholders and solution architects to define migration flows and business requirements, ensuring alignment with organizational goals
- Mentored team members in GCP best practices, accelerating team proficiency in cloud environments
- Successfully optimized query performance and addressed system bottlenecks, resulting in reduced costs and improved processing of large datasets
Associate Engineer
Tech Mahindra
10.2016 - 03.2019
- Developed ETL mappings, workflows, and tasks using Informatica PowerCenter to meet business requirements
- Collaborated with business analysts to gather and define project requirements, ensuring alignment with client objectives
- Identified, troubleshot, and resolved bugs and performance bottlenecks, enhancing system efficiency
- Prepared comprehensive technical design documents and specifications for project tasks
- Recommended architectural and integration solutions, improving system scalability and performance
- Automated routine processes using Shell scripting, reducing manual effort and increasing operational efficiency
- Mentored junior team members, providing training on end-to-end project workflows and assisting in troubleshooting
- Consistently delivered high-quality solutions within tight project deadlines, ensuring client satisfaction
Education
B.E. -
Jaypee University of Information Technology
01.2016
High School Diploma -
Crescent Public School
01.2011
Skills
- Leadership & Mentorship
- Problem Solving
- Project Management
- Cloud Technologies
- Data Engineering
- AI & ML
- Programming Languages
- Business Intelligence
- Performance Optimization
Certification
- Google Cloud Professional Data Engineer
- Google Cloud Professional Database Engineer
- Google Generative AI Foundation Course
Personal Information
- Commitment to Excellence: Dedicated to delivering top-quality results, ensuring that each project I undertake meets the highest standards.
- Continuous Learning: Passionate about acquiring new skills and staying updated with emerging technologies to stay ahead in the industry.
- Avid traveler with a strong desire to explore new cultures and experiences, which inspires my creativity, problem-solving skills, and adaptability.
Timeline
Data Engineer
Google
07.2022 - Current
Senior Analyst
Accenture
01.2021 - 07.2022
Engineer II
Datametica
04.2019 - 01.2021
Associate Engineer
Tech Mahindra
10.2016 - 03.2019
B.E. -
Jaypee University of Information Technology
High School Diploma -
Crescent Public School
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