Kunj Patel

Senior Software Engineer

Seattle, Washington, United States10 yrs 3 mos experience
Most Likely To SwitchAI ML Practitioner

Key Highlights

  • Launched AWS Direct Account Transfer at AWS re:Invent 2025.
  • Delivered 500K+ organization migration to DynamoDB with zero downtime.
  • Strong foundations in machine learning and intelligent systems.
Stackforce AI infers this person is a Cloud Computing and Machine Learning expert with a focus on scalable backend systems.

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Skills

Core Skills

Distributed SystemsEngineering ManagementCloud InfrastructureAccount ManagementCloud Platform ArchitectureData MigrationScalabilityPerformance EngineeringLoad TestingBackend DevelopmentMachine LearningComputer VisionMobile Development

Other Skills

EngineeringSystem DesignJavaSoftware DesignAWS OrganizationsGovernanceBilling ManagementIAMDynamoDBAWS Step FunctionsSQLJMeterCloudWatchAWS LambdaAPI Gateway

About

Senior Software Engineer with 6+ years of experience designing and operating large-scale distributed systems and cloud infrastructure, currently building core platform services at Amazon Web Services (AWS). My work focuses on high-reliability backend systems operating at global scale, powering infrastructure used by millions of customers worldwide. I specialize in distributed workflows, cloud platform architecture, large-scale data migrations, and performance engineering. At AWS Organizations, a Tier-1 AWS service responsible for global account governance, I have contributed to several major platform capabilities. Key highlights: • Launched AWS Direct Account Transfer at AWS re:Invent 2025, enabling millions of AWS accounts to move seamlessly across organizations while preserving governance and billing relationships. • Designed distributed state-transition workflows integrating IAM, AWS Organizations, DynamoDB, and AWS Step Functions across all commercial and government AWS regions. • Delivered a 500K+ organization migration from SQL to DynamoDB with zero downtime, unlocking significant scalability improvements for AWS Organizations. • Built automated load-testing frameworks using Java, JMeter, and CloudWatch, reducing service latency by 80% and improving performance by 50%. Previously, I worked on the Alexa Together platform, designing distributed backend services and event-driven architectures supporting 100K+ users using AWS Lambda, DynamoDB, API Gateway, and SQS. Earlier, I contributed to the AWS API Gateway platform, building Go-based monitoring agents and telemetry pipelines for infrastructure handling 1B+ API requests per day, enabling faster detection of production anomalies. Beyond backend systems, I have strong foundations in machine learning and intelligent systems, including reinforcement learning, computer vision, and data analytics. My research on traffic optimization using Q-Learning was published in an international journal. I hold 2 master’s degrees: • MS in Computer Science (GPA 4.0) – (Machine Learning & Intelligent Systems) • MS in Engineering Management (GPA 4.0) – completed while working full-time at Amazon, focusing on engineering leadership and large-scale system execution. Technologies: • Java, Python, Go, C/C++, TypeScript, JavaScript, Scala, Kotlin • AWS (EC2, VPC, S3, IAM, DynamoDB, Lambda, API Gateway, CloudWatch, SQS, SNS, EKS/Kubernetes, Kafka) • Microservices, Event-Driven Architecture, Distributed Systems Hadoop, Spark, Redis, Cassandra, MongoDB Docker, Git, CI/CD, Maven, Gradle, JMeter.

Experience

10 yrs 3 mos
Total Experience
3 yrs 9 mos
Average Tenure
3 yrs 11 mos
Current Experience

Amazon web services (aws)

2 roles

Software Development Engineer 2

Promoted

Jun 2022Present · 3 yrs 11 mos · Seattle, WA

  • Team: AWS Organizations - IAM
  • 1. Launched AWS Billing Transfer - https://aws.amazon.com/blogs/aws/new-aws-billing-transfer-for-centrally-managing-aws-billing-and-costs-across-multiple-organizations/
  • 2. Launched AWSOrganizations Transfer Accounts - https://aws.amazon.com/about-aws/whats-new/2025/11/aws-organizations-direct-account-transfers/
EngineeringSystem DesignJavaEngineering ManagementDistributed SystemsSoftware Design

Software Development Engineer

Jun 2021Nov 2021 · 5 mos · Seattle, Washington, United States

  • Team: AWS APIGateway

Amazon

Software Development Engineer

Nov 2021Jun 2022 · 7 mos · Seattle, Washington, United States · On-site

  • Launched : Alexa Together

Amazon

Software Engineer

May 2020Aug 2020 · 3 mos · Seattle, Washington, United States

  • Amazon Web Services
  • Worked in APIGateway Team.
  • Developed an application in Golang for On-Call Fault Identification and Recovery Team.

Cs it park

Machine Learning Engineer Intern

Jun 2018Mar 2019 · 9 mos · Ahmedabad Area, India

  • October 18 to March 19
  • o Developed an android application using Artificial Intelligence concept: implementing WESPEC (Weakly Supervised Photo
  • Enhancer)- an image-to-image GAN-based architecture.
  • June 18 to October 18
  • o Developed a Smart City Solution for Traffic Congestion Problem using Computer Vision- OpenCV and Reinforcement Learning Technique to analyze ongoing traffic on route and setting best the waiting time of each intersecting road over an intersection.

Aeon software private limited, mumbai

Machine Learning Intern

Dec 2017Jun 2018 · 6 mos · Ahmedabad Area, India

  • Built various ML/DL models from scratch, trained and deployed.

Ldrp institute of technology & research

Undergraduate Researcher

Sep 2016Dec 2018 · 2 yrs 3 mos · Gujarat, India

  • Worked on an Industrial Project- Smart AI Store.
  • Recognizing person as he enters the store through store cameras and recommending
  • products based on his past purchases, providing customized discount on recommended
  • product on his mobile application and paying for it using the our SmartPay system by just
  • walking out of store.

Github

Open Source Developer

Mar 2016Apr 2026 · 10 yrs 1 mo · United States

  • I am currently actively contributing to Open Source Communities.
  • My Key Highlights:Python and Machine Learning.

Education

The University of Texas at Dallas

Master's degree — Computer Science

Jan 2019Jan 2021

Trine University

Master's degree — Engineering Management

May 2024Dec 2025

LDRP Institute of Technology & Research, Gujarat Technological University

BE - Bachelor of Engineering — Computer Engineering

Jan 2015Jan 2019

St.Xaviers Gandhinagar

Jan 2012Jan 2015

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