Open to opportunities

Swati Dubey

@swatidubey

Data Architect and Principal Data Engineer delivering scalable AWS cloud data platforms, real-time analytics, and cost-optimized reliability.

India

Message

What I'm looking for

I’m looking to lead architecture and delivery of cloud data platforms—building data lakes, ETL/ELT, and streaming pipelines that improve reliability and cut cloud costs, while mentoring teams and aligning data initiatives with enterprise goals.

I’m a Data Architect and Data Engineer with 11+ years of experience designing and delivering large-scale cloud data platforms, real-time analytics ecosystems, and resilient data infrastructure for global enterprises. I build optimization-driven solutions using Python, AWS, and distributed processing technologies—improving platform reliability, reducing cloud spend, and accelerating analytics delivery.

As the lead architect at Material+ (formerly Srijan Technologies) from Oct 2021, I design and govern enterprise-scale data architectures across global transformation programs, partnering with teams at organizations like McKinsey, Bloomberg, and SCI. I develop Python-based ETL/ELT frameworks and reusable pipeline components, guide engineering teams on architecture patterns and best practices, and transition legacy systems into cloud-native architectures (including Databricks and modern lakehouse initiatives).

Experience

Work history, roles, and key accomplishments

Current

Data Architect

Current

Material+

Oct 2021 - Present (4 years 5 months)

Led enterprise-scale data and analytics platform architecture across global modernization programs. Designed governed cloud data architectures and built Python-based ETL/ELT frameworks to improve scalability, reliability, and cost efficiency.

Enterprise Data Architecture Cloud Migration ETL Python AWS Glue AWS Kinesis SQL

Current

Application Architect

Current

Material+

Oct 2021 - Present (4 years 5 months)

Led architecture for enterprise-grade, cloud-native applications supporting mission-critical business functions. Modernized legacy monoliths to microservices, defined API/messaging/data integration strategies, and improved reliability, scalability, and operational efficiency.

Python AWS Microservices Event Driven Architecture REST APIs SQS SNS Kinesis DynamoDB Architecture Governance

Senior Software Engineer

Tata StarQuik

Sep 2019 - Oct 2021 (2 years 1 month)

Engineered backend and data processing components for high-volume retail operations. Optimized database performance and built automation and reporting to improve operational visibility and responsiveness.

Python SQL MySQL Backend Services Data Processing Automation Reporting Scalability Reliability

Senior Software Engineer

Foodpanda

Sep 2018 - Aug 2019 (11 months)

Developed backend services and data workflows for high-traffic consumer applications. Improved system stability and performance while delivering features that enhanced operational effectiveness.

Python Backend Services Databases Workflows Performance Optimization System Stability High Traffic Systems

Senior Software Engineer

ShopClues

Feb 2015 - Aug 2018 (3 years 6 months)

Built scalable backend modules for business-critical e-commerce systems. Optimized database queries and supported high-concurrency workloads across catalog and analytics domains.

Python SQL MySQL Distributed Systems Backend Query Optimization Scalability

Software Engineer

MunchAdo

Jul 2013 - Jan 2015 (1 year 6 months)

Contributed to backend system development and core data integrations. Implemented application features to support platform scaling and operational workflows.

Python Backend Development Data Integration Databases Workflows Scalability Core Data