Eduard is available for hire
Hire EduardEduard Shulman
Verified Expert in Engineering
Full-stack Developer
Victoria, BC, Canada
Toptal member since May 19, 2020
Bio
Eduard is a full-stack developer who draws upon his decade of experience and hands-on and can-do approach to successfully develop web and mobile apps, including their front and back ends. He excels at analyzing business problems and then providing solutions using the most suitable design, technologies, and services—both on-site and cloud—to support scale, durability, and reliability while remaining cost-effective. In his free time, Eduard learns new tech by tinkering with his private projects.
Portfolio
Luzid Inc.
Python, PostgreSQL, AWS ECS Fargate, FastAPI, Startups, React, Temporal, Celery...
ResortPass - Main
Back-end, Kotlin, Terraform, GitHub Actions, AWS CloudFormation, Docker, Java...
Hudson Views LLC
Python, REST APIs, White Labeling, Natural Language Processing (NLP)...
Experience
- Java - 12 years
- Full-stack - 12 years
- Spring - 8 years
- PostgreSQL - 8 years
- Django - 7 years
- Python 3 - 7 years
- Angular - 5 years
- React - 1 year
Preferred Environment
MySQL Workbench, pgAdmin, Git, IntelliJ IDEA, WebStorm, PyCharm, Linux, Windows
The most amazing...
...experience I've had was designing and leading the development of the 121Mobile product from its demo stage to a full enterprise-level production product.
Work Experience
[PT] AMERICAS ONLY - Senior Backend Engineer for Scalable Startup Platform
2026 - 2026
Luzid Inc.
- Completed a full system code review and identified several bottlenecks in the background worker processes.
- Assessed the architectural design of the background workers and explored solutions to the bottleneck and suggested several mitigation options.
- Implemented a working POC which solved the background workers bottleneck, as a result background processing time went down by 60%.
Technologies: Python, PostgreSQL, AWS ECS Fargate, FastAPI, Startups, React, Temporal, Celery, Vite
Back-end Platform Engineer
2026 - 2026
ResortPass - Main
- Completed a full architectural review of the system and identified several design flaws that allowed access to private user data.
- Designed and implemented an OAuth flow via 3rd-party authenticator and integrated it into the existing solution.
- Contributed to shaping the company's Claude code usage in the development lifecycle.
Technologies: Back-end, Kotlin, Terraform, GitHub Actions, AWS CloudFormation, Docker, Java, C#, Amazon Web Services (AWS), Node.js, Python, Ruby on Rails (RoR), RESTFul APIs, Microservices, SQL, NoSQL, Amazon EKS, ECS, Amazon RDS, Amazon MSK, AWS Lambda, Kubernetes, Terraform Cloud, PostgreSQL, Redis, MongoDB, Apache Kafka, Redshift, Domain-driven Design (DDD), Scalability, DevOps, Gradle, JVM, Claude Code
Senior Back-end Developer
2025 - 2025
Hudson Views LLC
- Reviewed client requirements, goals, and existing code infrastructure. Identified gaps in functionality and infrastructure, and built a roadmap to an MVP.
- Implemented the roadmap, with the help of another developer, while facilitating common development practices such as code reviews, tasking, standups, and retros.
- Deployed, tested, and delivered the MVP, unblocking the client's project.
Technologies: Python, REST APIs, White Labeling, Natural Language Processing (NLP), Payment APIs, Database Management, Fraud Detection, General Data Protection Regulation (GDPR), Server Architecture, PostgreSQL, Amazon Web Services (AWS), Software as a Service (SaaS), API Design, Identity & Access Management (IAM), Ruby, Ruby on Rails (RoR), Stripe, Back-end, Back-end Development, Full-stack, AWS CloudFormation, RESTFul APIs, Scalability
Java Engineer
2024 - 2025
Yahoo! - Mail Engineering
- Implemented vCard and CardDAV integrations for email contact migrations between email providers.
- Implemented reports and dashboards to monitor processes' health and measure performance.
- Followed OOP design patterns and SOLID design principles.
- Implemented a secure backup process to enable users to fully back up their email boxes.
Technologies: Java, Microservices, Amazon Web Services (AWS), SQL, REST APIs, Relational Database Services (RDS), Large-scale Distributed Systems, Distributed Systems, Back-end, Back-end Development, OOP Designs, RESTFul APIs, Scalability, ETL Pipelines
Back-end API Developer | Payroll Solutions
2024 - 2024
Jim-N-I, Inc dba Allied Steel
- Implemented an integration with UKG.
- Implemented a back-office app to facilitate data exports and imports between systems.
- Configured the NGINX server with SSL and deployed the app on Azure.
Technologies: API Integration, Python, UKG, Sage 300 SDK, QuickBooks API, Heartland, Azure, Django, Back-end, Back-end Development, REST APIs, RESTFul APIs
Senior Software Engineer
2024 - 2024
Paradise Media LLC
- Developed a scalable platform to run Selenium automation on top of the Reddit platform.
- Built Selenium automation, Actors, and proxy management system, utilizing OOP design patterns, to enable the scalable collection of data from Reddit.
- Optimized Selenium automation and WebDriver configuration to reduce proxy costs from $25,000 to just under $600 per data collection task.
Technologies: Python, Selenium, Bots, Cloud Infrastructure, Full-stack Development, APIs, Docker, Kubernetes, Docker Hub, Software Development, Reddit, Reddit API, Amazon Elastic Container Service (ECS), Amazon EC2, PostgreSQL, Celery, RabbitMQ, Selenium WebDriver, Event-driven Architecture, Back-end, Back-end Development, OOP Designs, AWS CloudFormation, Scalability
Back-end Developer
2023 - 2023
Yahoo! - Sports
- Identified and fixed key issues with the Jersey configuration that blocked the project.
- Developed tools and participated in feature developments.
- Configured the Apache Traffic Server to reroute traffic between the different deployments.
Technologies: Java, REST APIs, SQL, Amazon Web Services (AWS), Hibernate, Kubernetes, Apache Traffic Server, Docker, Jersey, Back-end, Back-end Development, OOP Designs, RESTFul APIs
Shopify Developer
2023 - 2023
Wayve Pay LLC
- Developed event-based automation, which closed the loop between the payment providers and the retailer. The back end was developed with Python and AWS Lambda.
- Implemented Shopify store website enhancements and extended functionality.
- Facilitated integrations with 3rd party services and developed a microservice used as a middle-tier with its back-end logic. The micro-service was based on Python, AWS Lambda, and AWS API Gateway.
Technologies: Shopify, Python 3, AWS Lambda, Amazon API Gateway, Pytest, Unit Testing, eCommerce APIs, User Experience (UX), Front-end Development, Full-stack Development, Payment APIs, Payment Processing, Fintech, Full-stack, REST APIs, Stripe, AWS CloudFormation, RESTFul APIs
Shopify Developer
2020 - 2022
Ample Foods
- Built a subscription management portal for customers.
- Created and provisioned the infrastructure for the lifetime subscribers portal.
- Worked on the ongoing front-end development to enhance the customer experience within the Shopify store.
Technologies: Shopify, Python 3, Django, React, Amazon EC2, PostgreSQL, Amazon RDS, Pytest, Unit Testing, eCommerce APIs, User Experience (UX), Front-end Development, Full-stack Development, Payment APIs, Payment Processing, Fintech, Docker Compose, Full-stack, REST APIs, Stripe
Senior Back-end Java Engineer
2020 - 2022
Foureyes Labs
- Developed an SDK to integrate with 3rd-party services.
- Built a microservice that served as a middle-tier to a 3rd-party service.
- Integrated the microservice into the company's products.
- Designed microservices architecture, used OOP design patterns, and SOLID design principles.
Technologies: Java, Unix, Git, Hibernate, Apache Tomcat, Spring, Test-driven Development (TDD), Behavior-driven Development (BDD), Architecture, Full-stack Development, Containers, Back-end, Back-end Development, OOP Designs, RESTFul APIs, Scalability
eCommerce Expert
2021 - 2021
Azrieli Ecommerce Ltd.
- Gathered company's requirements and conducted an in-depth review of the design, infrastructure, architecture and the selected tech-stack. This review identified several key issues, including security and scalability concerns.
- Produced detailed reports, schemas, and documents for the identified issues and provided options to resolve them.
- Participated in building a road map for completing the development and launching the system to production.
- Managed and successfully completed an integration project with a robotic-powered warehouse.
Technologies: Shopify, eCommerce, Warehouses, API Integration, Payment Gateways, Scalability
Tech Lead | Cloud Architect
2018 - 2020
Percepto
- Used Terraform to build an infrastructure and a CI/CD pipeline over the AWS public cloud.
- Revised the existing architecture to solve performance bottlenecks.
- Participated in the development of new features using Python (Django), AngularJS, CSS, HTML5, and WebSockets. Practiced OOP and SOLID to deliver clean, extendable, testable, and maintainable code.
- Created the background along with a scalable, multistep, post-processing solution incorporating computer vision algorithms.
- Implemented advanced algorithms in the search and optimization domains.
Technologies: Amazon Web Services (AWS), Amazon Elastic Container Service (ECS), Sockets, ActiveMQ, Shell Scripting, WebSockets, PyCharm, IntelliJ IDEA, GIS Cloud, Web GIS, Leaflet, Geolocation, Terraform, Docker, jQuery, AngularJS, PostGIS, PostgreSQL, OpenCV, Django, Python, Full-stack, Databases, Git, GitHub, DevOps, Back-end, Back-end Development, Web Development, REST APIs, API Architecture, Web Architecture, Back-end Architecture, Test-driven Development (TDD), SQL, Agile Software Development, Spring Boot, Google Maps, Continuous Delivery (CD), Django REST Framework, Data Pipelines, GIS, Algorithms, Multithreading, RESTful Development, Technical Leadership, Scaling, Software Architecture, Solution Architecture, System Architecture, API Integration, Object-oriented Programming (OOP), Object-oriented Design (OOD), REST, Web App Design, Web Application Architecture, Requirements Analysis, Functional Programming, AWS DevOps, AWS Cloud Architecture, Cloud Architecture, RDBMS, Amazon Simple Queue Service (SQS), Continuous Integration (CI), Code Architecture, Event Design, Distributed Systems, Amazon EC2, Amazon S3 (AWS S3), Python 3, Front-end, Pytest, Unit Testing, Architecture, CI/CD Pipelines, User Experience (UX), Front-end Development, Full-stack Development, Containers, RabbitMQ, OOP Designs, RESTFul APIs, Scalability
Chief Software Architect
2017 - 2018
FoldiMate
- Developed an eCommerce website based on the Shopify platform with multiple integrations.
- Owned the design, architecture, and implementation of the IoT infrastructure, leveraging the AWS IoT suite, data pipelines, background, and real-time processing, and data analytics services. I worked together with AWS in-house solution architects.
- Designed and developed the software for the mockups—the embodiment of Foldimate's vision—that were shipped to the CES (large consumer technologies event).
- Developed microservices based on Python (Django) and Node.js.
Technologies: Amazon Web Services (AWS), Liquid Template, Liquid, AWS IoT Core, Amazon Elastic Container Service (ECS), HubSpot, Mobile Apps, Google Material Design, PyCharm, Angular, MySQL, Shopify, Serverless Framework, Python, Node.js, Full-stack, Microservices, Serverless, Databases, Git, GitHub, DevOps, AWS Lambda, Back-end, Back-end Development, REST APIs, API Architecture, Web Architecture, Back-end Architecture, OAuth, SQL, HTML5, Agile Software Development, NoSQL, Data Pipelines, OAuth 2, Algorithms, GraphDB, Facebook API, Google Cloud Platform (GCP), Multithreading, RESTful Development, Technical Leadership, Scaling, Software Architecture, Solution Architecture, System Architecture, API Integration, Object-oriented Programming (OOP), Object-oriented Design (OOD), REST, Requirements Analysis, AWS DevOps, AWS Cloud Architecture, Cloud Architecture, RDBMS, Microservices Architecture, AWS IoT, Serverless Architecture, iOS, Neo4j, Code Architecture, Internet of Things (IoT), Azure, Event Design, Distributed Systems, Amazon S3 (AWS S3), Continuous Delivery (CD), Front-end, Unit Testing, Pytest, eCommerce APIs, Architecture, CI/CD Pipelines, User Experience (UX), Front-end Development, Full-stack Development, Payment APIs, Payment Processing, Fintech, Docker Compose, OOP Designs, RESTFul APIs, Scalability, ETL Pipelines
R&D Manager
2013 - 2017
121Mobile
- Designed and led the development of a web app using Spring MVC, Hibernate, AngularJS, Sass, and HTML5. Followed OOP design and SOLID design principles.
- Hired and managed the R&D software development team.
- Designed and built back-end infrastructures on the AWS public cloud and CI/CD pipelines.
- Developed a cross-platform mobile app using PhoneGap.
- Designed and implemented integrations with Facebook, Google, and Bing-Yahoo ad networks.
Technologies: Mobile Apps, Google Material Design, Facebook SDK, IntelliJ IDEA, Bootstrap, jQuery, AngularUI, AngularJS, Jenkins, JUnit, jBPM, Redis, MySQL, Hibernate, Spring, Java, Full-stack, Databases, Git, GitHub, DevOps, Back-end, Back-end Development, Web Development, REST APIs, API Architecture, Web Architecture, Back-end Architecture, User Interface (UI), SQL, HTML5, Agile Software Development, Stripe, Facebook Ads API, Facebook API, Google Analytics, CSS3, Stripe API, Swift, Multithreading, RESTful Development, Technical Leadership, Scaling, Software Architecture, System Architecture, API Integration, Advertising Technology (Adtech), Object-oriented Programming (OOP), Object-oriented Design (OOD), REST, Web App Design, Web Application Architecture, Requirements Analysis, AWS DevOps, AWS Cloud Architecture, Cloud Architecture, Remote Work Consulting, RDBMS, Amazon Simple Queue Service (SQS), Continuous Integration (CI), Responsive Web Design (RWD), Software Consulting, Code Architecture, Distributed Systems, Amazon EC2, Amazon S3 (AWS S3), Continuous Delivery (CD), SaaS, JavaScript, Front-end, Architecture, CI/CD Pipelines, User Experience (UX), Front-end Development, Full-stack Development, Mobile, Event-driven Architecture, OOP Designs, RESTFul APIs, Scalability, Google Ad Manager, Facebook Ads, X (formerly Twitter) Ads
Senior Full-stack Java Developer
2012 - 2013
Praxell
- Developed a cross-platform mobile app as well as custom plugins written in Objective-C.
- Built a cloud-based pipeline for generating custom mobile apps.
- Debugged and optimized complicated queries running on the Oracle database.
- Designed and developed new features using Java, Dojo, CSS, HTML, and JavaScript. Followed OOP design patterns.
Technologies: Mobile Apps, IntelliJ IDEA, Objective-C, JUnit, Oracle Database, Java, Ruby on Rails (RoR), RhoMobile, Selenium, Dojo, JavaScript, CSS, HTML, Full-stack, Back-end, Back-end Development, Web Development, Test-driven Development (TDD), User Interface (UI), SQL, Agile Software Development, PhoneGap, Algorithms, Android, CSS3, Multithreading, RESTful Development, API Integration, Object-oriented Programming (OOP), Object-oriented Design (OOD), REST, Web App Design, Web Application Architecture, Cross-platform App Development, PhoneGap Plugins, iOS, Front-end, User Experience (UX), Front-end Development, Full-stack Development, Mobile, Ruby, OOP Designs
Full-stack Java Developer
2010 - 2012
Ivory Software Systems
- Took ownership and led the front-end development of the stock exchange web app.
- Debugged and boosted the front-end app's performance.
- Designed and built a system monitoring tool. Guided and mentored other team members.
Technologies: Sockets, WebSockets, IntelliJ IDEA, Oracle Database, Swing, Java, JavaScript, CSS, HTML, Ext JS, Sencha UI, Web Development, User Interface (UI), Agile Software Development, CSS3, Object-oriented Programming (OOP), Object-oriented Design (OOD), Web Application Architecture, Express.js, Async.js, Front-end, User Experience (UX), Front-end Development, Full-stack, OOP Designs
Experience
Social Marketplace App
http://www.vendefy.com/In this project, I worked on both the front end of a native iOS app and the back end using Java and Spring Boot with a Neo4J Graph database, fixing bugs, and adding new critical functionalities.
On the front end, I updated the existing UI, added new screens, and created integrations with the back-end server. In addition, I released several builds for testing, using TestFlight, as well as a complete build for production. On the back end, I fixed functional bugs, added integrations with Plaid and Stripe APIs, and implemented new business logic. In addition, I built and released the fixes to the production server. Finally, I reviewed customers' resources hosted on AWS and was able to reduce their AWS monthly bills by approximately $1,000.
The code was committed to the client's GitLab repository.
On the front end, I updated the existing UI, added new screens, and created integrations with the back-end server. In addition, I released several builds for testing, using TestFlight, as well as a complete build for production. On the back end, I fixed functional bugs, added integrations with Plaid and Stripe APIs, and implemented new business logic. In addition, I built and released the fixes to the production server. Finally, I reviewed customers' resources hosted on AWS and was able to reduce their AWS monthly bills by approximately $1,000.
The code was committed to the client's GitLab repository.
Dating Web Service
https://fireupdesire.com/I did A pet project to explore the Django/Django REST framework along with Angular 8 and HTML5 (Canvas). I designed and implemented the project from end to end, as well as the infrastructure and the deployment to the AWS public cloud.
Shopify Store
An online store that I built on top of the Shopify platform, connecting it to payment providers, third-party apps, and enhancements. I did the translations as well as the UI modifications to support the right-to-left layout. In addition, I wrote a product scraper for the supplier website and a fully automated inventory and product sync lifecycle.
Shopify Store
The project scope included:
1. Enhancing an existing theme with new sections
2. Customizing existing sections
3. Performing UI optimization for mobile
4. Integrating and customizing third-party apps
The project was successfully completed in a week for a US-based client.
1. Enhancing an existing theme with new sections
2. Customizing existing sections
3. Performing UI optimization for mobile
4. Integrating and customizing third-party apps
The project was successfully completed in a week for a US-based client.
Shopify App | End-to-End Development
The project was implemented with the following features:
1. Admin panel
a. Author and customize quizzes
b. Monitor performance
c. Help section
2. Storefront widgets
a. Embedded quiz
b. Popup quiz triggered by button
c. Popup quiz triggered by leave store intention
3. Host the app on AWS
a. AWS S3 for storage
b. AWS CloudFront for CDN services
c. AWS EC2 and ALB for hosting
The app was successfully deployed to Shopify's app store. Although this project was delivered, I'm still working with the client on new features and new apps.
1. Admin panel
a. Author and customize quizzes
b. Monitor performance
c. Help section
2. Storefront widgets
a. Embedded quiz
b. Popup quiz triggered by button
c. Popup quiz triggered by leave store intention
3. Host the app on AWS
a. AWS S3 for storage
b. AWS CloudFront for CDN services
c. AWS EC2 and ALB for hosting
The app was successfully deployed to Shopify's app store. Although this project was delivered, I'm still working with the client on new features and new apps.
Microservice Integration
Played an instrumental role in integrating the microservice into the existing systems. Starting with an integration SDK to a third-party service, it evolved into a microservice that offered abstract access to the service using Spring Boot on top of Java and PostgreSQL.
As a senior Java back-end engineer, I spearheaded the design and implementation of the project's back end. Within the project's scope, I collaborated with the UI team, developed unit and integration tests, managed dependencies, ensured security and authentication, and provided comprehensive documentation.
As a senior Java back-end engineer, I spearheaded the design and implementation of the project's back end. Within the project's scope, I collaborated with the UI team, developed unit and integration tests, managed dependencies, ensured security and authentication, and provided comprehensive documentation.
An Interactive Test-preparation System
Developed a successful interactive test-preparation system, despite several issues caused by a quick-and-dirty development approach in its early stages.
To achieve this outcome, I analyzed the root causes of the issues and proposed possible solutions. After working with the client to create a work plan, the system was up and running to their satisfaction.
Furthermore, I recommended and implemented an upgraded deployment approach, resulting in a more durable application.
To achieve this outcome, I analyzed the root causes of the issues and proposed possible solutions. After working with the client to create a work plan, the system was up and running to their satisfaction.
Furthermore, I recommended and implemented an upgraded deployment approach, resulting in a more durable application.
Education
2015 - 2020
Master of Science Degree in Computer Science
The Open University of Israel - Raanana, Israel
2006 - 2010
Bachelor of Science Degree in Computer Science and Physics
The Hebrew University of Jerusalem - Jerusalem, Israel
Skills
Libraries/APIs
REST APIs, Node.js, Google Maps, Shopify API, Liquid, OpenCV, TensorFlow, jQuery, Sockets, Stripe, Leaflet, Facebook Ads API, Facebook API, Facebook SDK, TensorFlow Deep Learning Library (TFLearn), WebRTC, Stripe API, Plaid API, React, AngularUI, Material 2, Reddit API, Selenium WebDriver, QuickBooks API
Tools
Jenkins, ActiveMQ, Git, GitHub, GitLab, TensorBoard, Amazon Elastic Container Service (ECS), Amazon Simple Queue Service (SQS), GIS, Web GIS, Docker Compose, Pytest, RabbitMQ, AWS CloudFormation, Terraform, Google Analytics, PyCharm, WebStorm, IntelliJ IDEA, pgAdmin, MySQL Workbench, Sencha UI, Amazon CloudFront CDN, Apache Tomcat, Docker Hub, Celery, Sage 300 SDK, Amazon EKS, Gradle, Claude Code
Languages
Java, HTML, Python 3, Sass, SQL, Python, CSS, CSS3, HTML5, JavaScript, TypeScript, Liquid Template, GraphQL, Swift, Objective-C, Ruby, Kotlin, C#
Paradigms
Object-oriented Programming (OOP), Object-oriented Design (OOD), Functional Programming, REST, API Architecture, Web App Design, Web Application Architecture, Web Architecture, Requirements Analysis, Back-end Architecture, Test-driven Development (TDD), RESTful Development, Microservices Architecture, Microservices, DevOps, Serverless Architecture, Continuous Delivery (CD), Continuous Integration (CI), Agile Software Development, Responsive Web Design (RWD), Unit Testing, MEAN Stack, Behavior-driven Development (BDD), Event-driven Architecture
Platforms
Amazon Web Services (AWS), Amazon EC2, Shopify, Docker, AWS IoT, AWS IoT Core, AWS Lambda, GIS Cloud, Mobile, HubSpot, Google Cloud Platform (GCP), Android, iOS, iOS 10+, Windows, Linux, Oracle Database, AWS ALB, Azure, Unix, Kubernetes, UKG, Apache Kafka, JVM
Frameworks
Spring, Hibernate, Django, Angular, Django REST Framework, AngularJS, Spring Boot, PhoneGap, Serverless Framework, OAuth 2, .NET, Express.js, Bootstrap, Ext JS, Swing, Dojo, Selenium, Ruby on Rails (RoR), JUnit, jBPM, JSON Web Tokens (JWT), Jersey
Storage
MySQL, PostgreSQL, PostGIS, Redis, Data Pipelines, NoSQL, Amazon S3 (AWS S3), RDBMS, Databases, Neo4j, MongoDB, Database Management, Redshift
Industry Expertise
Banking & Finance
Other
Technical Leadership, Multithreading, Scaling, Software Architecture, Solution Architecture, Advertising Technology (Adtech), Back-end, Back-end Development, Web Development, System Architecture, API Integration, Full-stack, Distributed Systems, Async.js, Event Design, Code Architecture, Front-end, eCommerce APIs, Architecture, Front-end Development, Full-stack Development, Containers, OOP Designs, RESTFul APIs, Scalability, AWS DevOps, AWS Cloud Architecture, PhoneGap Plugins, Cross-platform App Development, Fintech, eCommerce, Serverless, APIs, OAuth, Cloud Architecture, Software Consulting, Remote Work Consulting, Project Planning, User Interface (UI), Geolocation, Internet of Things (IoT), SaaS, CI/CD Pipelines, User Experience (UX), Payment APIs, Payment Processing, Google Material Design, GraphDB, Shell Scripting, Natural Language Processing (NLP), Algorithms, WebSockets, Mobile Apps, RhoMobile, Ajax, Project Discovery, Computer Science, Physics, Online Dating, Generative Pre-trained Transformers (GPT), Amazon RDS, Amazon API Gateway, Apache Traffic Server, Warehouses, Payment Gateways, Bots, Cloud Infrastructure, Software Development, Reddit, Heartland, White Labeling, Fraud Detection, General Data Protection Regulation (GDPR), Server Architecture, Software as a Service (SaaS), API Design, Identity & Access Management (IAM), Relational Database Services (RDS), Large-scale Distributed Systems, GitHub Actions, ECS, Amazon MSK, Terraform Cloud, Domain-driven Design (DDD), ETL Pipelines, Google Ad Manager, Facebook Ads, X (formerly Twitter) Ads, AWS ECS Fargate, FastAPI, Startups, Temporal, Vite
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