I am a ML Cloud & Automation Engineer with over 5 years of experience in cloud infrastructure, automation, and data-driven solutions. I specialize in designing scalable cloud architectures, implementing machine learning algorithms, and developing predictive maintenance systems. I am passionate about leveraging cloud technologies and machine learning to build intelligent solutions that enhance system reliability and operational efficiency. Throughout my career, I have successfully built and maintained internal automation tools that improved operational workflows and reduced manual overhead significantly. Working closely with cross-functional teams, I prioritize continuous improvement, monitoring, and integration of advanced technologies to deliver high availability and productivity in demanding cloud environments.

Soundaryashree Narayana

I am a ML Cloud & Automation Engineer with over 5 years of experience in cloud infrastructure, automation, and data-driven solutions. I specialize in designing scalable cloud architectures, implementing machine learning algorithms, and developing predictive maintenance systems. I am passionate about leveraging cloud technologies and machine learning to build intelligent solutions that enhance system reliability and operational efficiency. Throughout my career, I have successfully built and maintained internal automation tools that improved operational workflows and reduced manual overhead significantly. Working closely with cross-functional teams, I prioritize continuous improvement, monitoring, and integration of advanced technologies to deliver high availability and productivity in demanding cloud environments.

Available to hire

I am a ML Cloud & Automation Engineer with over 5 years of experience in cloud infrastructure, automation, and data-driven solutions. I specialize in designing scalable cloud architectures, implementing machine learning algorithms, and developing predictive maintenance systems. I am passionate about leveraging cloud technologies and machine learning to build intelligent solutions that enhance system reliability and operational efficiency.

Throughout my career, I have successfully built and maintained internal automation tools that improved operational workflows and reduced manual overhead significantly. Working closely with cross-functional teams, I prioritize continuous improvement, monitoring, and integration of advanced technologies to deliver high availability and productivity in demanding cloud environments.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
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Language

English
Fluent
German
Intermediate
Telugu
Advanced
Kannada
Advanced

Work Experience

ML Cloud Engineer at Amazon Development Centre
January 31, 2024 - August 26, 2025
Built and maintained internal automation tools that improved operational workflows and reduced manual overhead by 81% through process optimization and system integration. Collaborated cross-functionally with engineering, QA, and business teams to identify bottlenecks and develop scalable technical solutions for operational efficiency. Analyzed existing workflows and implemented automated monitoring systems that proactively identified issues, leading to a 30% reduction in operational costs. Integrated third-party tools and APIs for centralized operations management, enhancing team productivity and system reliability. Created monitoring frameworks using CloudWatch and custom metrics, achieving high availability and improved user satisfaction.
QA Automation Specialist at Amazon Development Centre
August 31, 2022 - August 26, 2025
Optimized pricing strategies via automation rules and conducting test rails, using RPA tools and providing competitive intelligence inputs to downstream systems to enhance product pricing sharpness. Led successful market launches for Sweden, Saudi Arabia, Belgium, and Poland using scalable data processing pipelines. Architected a cloud-based analytics platform for real-time competitive monitoring, processing millions of data points daily. Implemented machine learning algorithms for pricing optimization, achieving an 181x improvement in price matching efficiency (0.21% to 38%). Led data-driven solution development as SME for e-commerce operations, managing a team of 14 Automation Analysts. Prioritized product backlogs and delivered incremental product quality improvements via continuous testing and delivery bit bucket pipelines using CI/CD tools.
QA Automation Analyst at Amazon Development Centre
May 31, 2020 - August 26, 2025
Developed automation frameworks for competitive monitoring and operational workflow optimization. Built and maintained automated testing workflows that improved system reliability and reduced manual testing overhead by 50%. Successfully led solo AI-based project called Sketch to increase competitive mapping efficiency by 40% for Amazon Home brands. Analyzed existing testing processes to uncover inefficiencies and implemented automated solutions that enhanced product quality and team productivity. Integrated multiple tools and systems for seamless collaboration and automated reporting across different product categories and regions.

Education

Bachelor of Technology at Alvas Institute of Engineering, Visvesvaraya Technological University
January 1, 2014 - January 1, 2018

Qualifications

THE SPOTLIGHT AWARD
January 1, 2019 - August 26, 2025
THE STELLAR AWARD
January 1, 2022 - August 26, 2025

Industry Experience

Software & Internet, Retail, Financial Services

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
See more