AWS Augmented AI (A2I) is a service that integrates human review into machine learning workflows, enabling developers to incorporate human judgment into AI applications. It allows for the creation of workflows where predictions from machine learning models can be reviewed by humans to ensure accuracy and reliability in sensitive or complex use cases.

About AWS Augmented AI
AWS Augmented AI was launched by Amazon Web Services in 2019. It was developed to address the need for integrating human review into machine learning processes, especially in scenarios requiring high accuracy and reliability. The service aimed to simplify the implementation of human-in-the-loop workflows, allowing businesses to enhance the quality of their AI models by leveraging human input where necessary.
Strengths of AWS Augmented AIAWS Augmented AI include seamless integration with existing AWS services, flexibility in designing human review workflows, and the ability to ensure high accuracy and reliability in AI applications. Weaknesses may involve dependency on AWS infrastructure and potential costs associated with human review processes. Competitors include Google Cloud's AI Platform, IBM Watson, and Microsoft Azure Machine LearningMicrosoft Azure Machine Learning, which also offer solutions for integrating human input into AI workflows.
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How to hire a AWS Augmented AI expert
An AWS Augmented AI expert should have skills in AWS services, particularly SageMaker for building and deploying machine learning models. Proficiency in designing human-in-the-loop workflows and creating custom review tasks is essential. Knowledge of integrating AI with existing systems using APIs and familiarity with data labeling and annotation processes are also important. Expertise in managing IAM roles and permissions for secure access to A2I components is crucial.

Anderson O.
Skills
Accomplished professional with a dedicated focus on system development. Demonstrates a strong commitment to achieving excellence in the creation and optimization of systems.

Carlos H.
Skills
With 14 years of experience, the professional journey involves extensive analysis and development of corporate and distributed systems, utilizing optimal design patterns and technologies suited to both functional and non-functional application requirements. The primary focus has consistently been on product quality, with a strong understanding of microservices, cloud computing, Domain-Driven Design (DDD), Test-Driven Development (TDD), DevOps, NoSQL, and software quality assurance.
There is a dedicated effort to remain updated on emerging technologies and methodologies within a diverse skill set. Proficiencies include the JavaScript ecosystem (encompassing React, Vue, AngularJS, Angular versions 2 to 7, Node, Express, NestJS, Total.JS, and Socket.io) and the Java environment (including Java 9, Spring Boot, Spring Cloud, EJB, JSF, JPA, JMS, CDI, JBoss EAP, and Wildfly). Additionally, expertise with DevOps tools such as Docker, Kubernetes, GitLab, Sonar, Maven, Nexus, and Artifactory, alongside Apache Camel, strongly supports continuous integration and deployment.
Further experience includes desktop application development using JavaFX, Flex, and Delphi 7, and cloud platforms like AWS and Azure.

Lucas M.
Skills
Specialized in full-stack web and mobile development since 2017, contributing to the integration of online payment systems for approximately 5 million users across 5000 stores and restaurants. Committed to continuous improvement, with a focus on positively impacting product team dynamics and enhancing end-user experiences. Proficient in Javascript, Typescript, PHP, Dart, Flutter, Object-Oriented Programming, functional programming, and SQL.

Marina M.
Skills
A Software Engineer with over three years of extensive experience in full stack development, specializing in the MERN stack (MongoDB, ExpressJS, ReactJS, NodeJS). Holds a secondary focus on DevOps and Site Reliability Engineering (SRE). Demonstrates strong abilities in developing and implementing innovative software solutions, with a keen interest in projects that intersect with social impact and art. Possesses proficiency in English, supported by a background in Language studies, which provides a unique blend of technical expertise and linguistic skills. Engages enthusiastically in challenging and creative endeavors.

Vinicius C.
Skills
Back-end developer with extensive experience in web application development using PHP, possessing advanced skills in Laravel and a strong capability in front-end enhancement. Specializes in the construction of APIs and adept at database management. Future aspirations include expanding expertise into Machine Learning and Python. Proficient in implementing Agile methodologies, particularly SCRUM, with a proven track record of enhancing productivity and work quality through Agile practices.

Isabela M.
Skills
Holder of a degree in Systems Analysis and Development with two years of professional experience specializing in front-end development. Proficient in leveraging technologies such as React and Next.js, I have contributed to innovative projects involving experimentation and brand engagement. As a freelancer, I am able to address diverse challenges, which fosters continual growth and adaptability. My commitment to professional development is evidenced by my ongoing efforts to master additional technologies, including Angular and React Native, thereby continuously expanding my skill set to stay aligned with evolving market requirements.

Vinicius L.
Skills
A leader in technology development, specializing in creating innovative solutions in artificial intelligence (AI) and microservices systems, focusing on developing scalable and high-performance architectures with a strong emphasis on integrating advanced technologies to optimize efficiency and functionality. Expertise in conversational and generative AI enables the design of systems incorporating cutting-edge innovations to facilitate natural and intuitive interactions, reflecting proficiency in AI tools and frameworks.
Technical leadership includes coordinating the implementation of distributed systems, utilizing technologies such as AWS Lambda and API Gateway to deliver integrated and efficient cloud services. As an AI specialist and prompt engineer, the role involves developing prompts to enhance the efficiency of conversational and generative systems, integrating these solutions with AI platforms to execute specific tasks and improve interaction and data processing.
Experience as a Software Developer encompasses a wide array of technologies including Java, Vue.js, Flutter, React, Angular, and Node.js, demonstrating competency in developing mobile applications and user interfaces. Technical mastery extends to back-end development using frameworks such as Spring, Hibernate, Express, and NestJS, with practical experience in AI solutions like Microsoft LUIS, IBM Watson, Google Dialogflow, and OpenAI. Proficiency with messaging systems such as RabbitMQ and Apache Kafka, along with managing SQL and NoSQL databases, is also demonstrated.
In the realm of DevOps, there is deep experience with AWS services, the implementation of CI/CD pipelines with Jenkins, version control with Git, and expertise in containerization using Docker and Kubernetes.

David C.
Skills
Back-end Developer with over a decade of experience in software development, demonstrating proficiency in Object-Oriented Programming (OOP), C#, ASP.NET MVC, Entity Framework, Entity Framework Core, and WEB API Rest. Additional technical expertise includes JavaScript, HTML5, CSS3, Delphi, Clipper, SQL Server, MySQL, and PostgreSQL. Adept in utilizing both Scrum and Kanban methodologies to manage and deliver projects efficiently. Always seeking new challenges to further enhance professional skills.
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