What are recurrent neural networks, and how are they used?

The question is about deep learning

Answer

Recurrent Neural Networks (RNNs) are a type of neural network designed for sequential data processing. They maintain a memory of previous inputs, making them suitable for tasks like language modeling, speech recognition, and time-series prediction. RNNs capture temporal dependencies by passing information through hidden states across time steps. However, they struggle with long-term dependencies, a limitation addressed by advanced architectures like LSTMs and GRUs. RNNs are crucial for applications requiring context understanding over sequences.

Hire Remote Deep Learning Developers

Profile of Furqan H., Senior Full Stack Developer at Softaims
View full profile
Softaims
Furqan H., Senior Full Stack Developer at Softaims

Furqan H.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC-04:00UTC-04:00
Country: United StatesUnited States
Alexandria
Furqan H. | SoftaimsMember Since 2018
View and Hire Arrow Icon
BootstrapAngularJSJavaScriptNode.jsHTML5CSS 3ReactRuby on RailsAmazon Web ServicesRedux SagaFortune 500 CompanyApp DevelopmentDatabase DesignReact NativeRedux Thunk

My name is Furqan H. and I have over 7 years of experience in the tech industry. I specialize in the following technologies: Bootstrap, AngularJS, JavaScript, Node.js, HTML5, etc.. I hold a degree in . Some of the notable projects I've worked on include: ZenSports, Guide Pointer, Simple Space, Biomarker, GeniusU, etc.. I am based in Alexandria, United States. I've successfully completed 7 projects while developing at Softaims. I am a dedicated innovator who constantly explores and integrates emerging technologies to give projects a competitive edge. I possess a forward-thinking mindset, always evaluating new tools and methodologies to optimize development workflows and enhance application capabilities. Staying ahead of the curve is my default setting. At Softaims, I apply this innovative spirit to solve legacy system challenges and build greenfield solutions that define new industry standards. My commitment is to deliver cutting-edge solutions that are both reliable and groundbreaking. My professional drive is fueled by a desire to automate, optimize, and create highly efficient processes. I thrive in dynamic environments where my ability to quickly master and deploy new skills directly impacts project delivery and client satisfaction.

Show More
Experience
7 years
Availability
More than 30 hrs/week
Hourly Rate
$55
Rating
Previous Company
Kwanso
Profile of Sayem A., Dapp & MERN Full Stack Developer at Softaims
View full profile
Softaims
Sayem A., Dapp & MERN Full Stack Developer at Softaims

Sayem A.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+06:00UTC+06:00
Country: BangladeshBangladesh
Rajshahi
Sayem A. | SoftaimsMember Since 2022
View and Hire Arrow Icon
ReactSolidityBlockchainWeb3EthereumBlockchain ArchitectureDAppsDApp DevelopmentNFT MintingBlockchain TokenizationERC-20ERC-721ERC-1155Smart ContractSmart Contract Development

My name is Sayem A. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: React, Solidity, Blockchain, Web3, Ethereum, etc.. I hold a degree in Bachelor of Computer Science (BCompSc), Bachelor of Science (BS). Some of the notable projects I've worked on include: Bulls Lodge - A NFT minting Dapp, Paco Finance, Custom token Swap with AMM, NFT Raffle Site, Token Presale. I am based in Rajshahi, Bangladesh. I've successfully completed 5 projects while developing at Softaims. I'm committed to continuous learning, always striving to stay current with the latest industry trends and technical methodologies. My work is driven by a genuine passion for solving complex, real-world challenges through creative and highly effective solutions. Through close collaboration with cross-functional teams, I've consistently helped businesses optimize critical processes, significantly improve user experiences, and build robust, scalable systems designed to last. My professional philosophy is truly holistic: the goal isn't just to execute a task, but to deeply understand the project's broader business context. I place a high priority on user-centered design, maintaining rigorous quality standards, and directly achieving business goals—ensuring the solutions I build are technically sound and perfectly aligned with the client's vision. This rigorous approach is a hallmark of the development standards at Softaims. Ultimately, my focus is on delivering measurable impact. I aim to contribute to impactful projects that directly help organizations grow and thrive in today's highly competitive landscape. I look forward to continuing to drive success for clients as a key professional at Softaims.

Show More
Experience
3 years
Availability
More than 30 hrs/week
Hourly Rate
$25
Rating
Previous Company
Fiverr
Profile of Md R., Data Scientist at Softaims
View full profile
Softaims
Md R., Data Scientist at Softaims

Md R.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+06:00UTC+06:00
Country: BangladeshBangladesh
Dhaka
Md R. | SoftaimsMember Since 2022
View and Hire Arrow Icon
BootstrapTailwind CSSHTML5CSS 3JavaScriptPSD to HTMLNext.jsReactEmail Template DevelopmentFront-End DevelopmentReduxVue.jsNuxt.jsReact NativeMobile App DevelopmentTailwindcssNextjsFrontend

My name is Md R. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Bootstrap, Tailwind CSS, HTML5, CSS 3, JavaScript, etc.. I hold a degree in High school degree, High school degree. Some of the notable projects I’ve worked on include: E-commerce Website with React.js and Tailwind CSS, Advanced Animations, NFT Marketplace Website, Restaurant Management Software(React JS), Creative Agency Portfolio Website, Conference and Event Website, etc.. I am based in Dhaka, Bangladesh. I've successfully completed 6 projects while developing at Softaims. Information integrity and application security are my highest priorities in development. I implement robust validation, encryption, and authorization mechanisms to protect sensitive data and ensure compliance. I am experienced in identifying and mitigating common security vulnerabilities in both new and existing applications. My work methodology involves rigorous testing—at the unit, integration, and security levels—to guarantee the stability and trustworthiness of the solutions I build. At Softaims, this dedication to security forms the basis for client trust and platform reliability. I consistently monitor and improve system performance, utilizing metrics to drive optimization efforts. I’m motivated by the challenge of creating ultra-reliable systems that safeguard client assets and user data.

Show More
Experience
3 years
Availability
Full-time
Hourly Rate
$25
Rating
Previous Company
WebAble
Profile of Roshan P., Full Stack Developer at Softaims
View full profile
Softaims
Roshan P., Full Stack Developer at Softaims

Roshan P.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+05:45UTC+05:45
Country: NepalNepal
Kathmandu
Roshan P. | SoftaimsMember Since 2021
View and Hire Arrow Icon
Next.jsReactNode.jsExpressJSTypeScriptMongoDBPostgreSQLTailwind CSSEcommerceLocal SEOCMS DevelopmentCI/CDJestAWS OpsWorksGoogle Cloud PlatformTailwindcssReact NativeNextjs

My name is Roshan P. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: Next.js, React, node.js, ExpressJS, TypeScript, etc.. I hold a degree in Bachelor of Science in Information Technology. Some of the notable projects I’ve worked on include: Real estate platform, Snipverse, Fashion Ecommerce, Portfolio Website, Student Management System For Consultancy. I am based in Kathmandu, Nepal. I've successfully completed 5 projects while developing at Softaims. I thrive on project diversity, possessing the adaptability to seamlessly transition between different technical stacks, industries, and team structures. This wide-ranging experience allows me to bring unique perspectives and proven solutions from one domain to another, significantly enhancing the problem-solving process. I quickly become proficient in new technologies as required, focusing on delivering immediate, high-quality value. At Softaims, I leverage this adaptability to ensure project continuity and success, regardless of the evolving technical landscape. My work philosophy centers on being a resilient and resourceful team member. I prioritize finding pragmatic, scalable solutions that not only meet the current needs but also provide a flexible foundation for future development and changes.

Show More
Experience
4 years
Availability
Full-time
Hourly Rate
$25
Rating
Previous Company
Daraz Nepal
Profile of Rameez I., Full Stack Developer at Softaims
View full profile
Softaims
Rameez I., Full Stack Developer at Softaims

Rameez I.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: NetherlandsNetherlands
Veghel
Rameez I. | SoftaimsMember Since 2019
View and Hire Arrow Icon
PHPLaravelJavaScriptDockerLinux System AdministrationAmazon ECSVue.jsRESTful ArchitectureWeb DevelopmentReactAutomated TestingWordPressCMS FrameworkTypeScriptReact NativeNextjs

My name is Rameez I. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: PHP, Laravel, JavaScript, Docker, Linux System Administration, etc.. I hold a degree in Bachelor of Computer Applications. Some of the notable projects I’ve worked on include: Cuistina-Your AI Personal Chef, TweetIntel.com-An Easy-to-Use Twitter Analytics Platform, BAS World, Options Auto Trader, Absence.io, etc.. I am based in Veghel, Netherlands. I've successfully completed 13 projects while developing at Softaims. I thrive on project diversity, possessing the adaptability to seamlessly transition between different technical stacks, industries, and team structures. This wide-ranging experience allows me to bring unique perspectives and proven solutions from one domain to another, significantly enhancing the problem-solving process. I quickly become proficient in new technologies as required, focusing on delivering immediate, high-quality value. At Softaims, I leverage this adaptability to ensure project continuity and success, regardless of the evolving technical landscape. My work philosophy centers on being a resilient and resourceful team member. I prioritize finding pragmatic, scalable solutions that not only meet the current needs but also provide a flexible foundation for future development and changes.

Show More
Experience
6 years
Availability
Full-time
Hourly Rate
$65
Rating
Previous Company
Booking.com
Profile of Juan Manuel S., Full Stack Developer at Softaims
View full profile
Softaims
Juan Manuel S., Full Stack Developer at Softaims

Juan Manuel S.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC-03:00UTC-03:00
Country: UruguayUruguay
Montevideo
Juan Manuel S. | SoftaimsMember Since 2014
View and Hire Arrow Icon
ReactTypeScriptReact NativeNode.jsDistributed Ledger TechnologyAWS Systems ManagerBlockchain ArchitectureSmart ContractNestJSBlockchain

My name is Juan Manuel S. and I have over 11 years of experience in the tech industry. I specialize in the following technologies: React, TypeScript, React Native, Node.js, Distributed Ledger Technology, etc.. I hold a degree in Master of Computer Science (MSCS), Engineer's degree, Master's degree. Some of the notable projects I've worked on include: Cango, Blockbound - Crypto Accounting Software, NDAX - Canada’s first officially-backed crypto exchange system, Next Great Adventure (NGA), Cokoon. I am based in Montevideo, Uruguay. I've successfully completed 5 projects while developing at Softaims. I employ a methodical and structured approach to solution development, prioritizing deep domain understanding before execution. I excel at systems analysis, creating precise technical specifications, and ensuring that the final solution perfectly maps to the complex business logic it is meant to serve. My tenure at Softaims has reinforced the importance of careful planning and risk mitigation. I am skilled at breaking down massive, ambiguous problems into manageable, iterative development tasks, ensuring consistent progress and predictable delivery schedules. I strive for clarity and simplicity in both my technical outputs and my communication. I believe that the most powerful solutions are often the simplest ones, and I am committed to finding those elegant answers for our clients.

Show More
Experience
11 years
Availability
More than 30 hrs/week
Hourly Rate
$50
Rating
Previous Company
SpaceDev
Profile of Kashif T., Full Stack Developer at Softaims
View full profile
Softaims
Kashif T., Full Stack Developer at Softaims

Kashif T.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+10:00UTC+10:00
Country: AustraliaAustralia
Balwyn North
Kashif T. | SoftaimsMember Since 2015
View and Hire Arrow Icon
CSSResponsive DesignJavaScriptTypeScriptTailwind CSSFront-End DevelopmentReactPSD to HTMLAngularJSNext.jsVue.jsRESTful APIWeb DesignjQueryNode.js

My name is Kashif T. and I have over 10 years of experience in the tech industry. I specialize in the following technologies: CSS, Responsive Design, JavaScript, TypeScript, Tailwind CSS, etc.. I hold a degree in Other, Bachelor of Computer Science (BCompSc), Master of Information Technology (MIT). Some of the notable projects I've worked on include: NFT Website Development, Web Application - ReactJS and NodeJS, Website Development - ReactJS, Illusion Dark React Website, Yes Express Services React Website, etc.. I am based in Balwyn North, Australia. I've successfully completed 7 projects while developing at Softaims. I am a dedicated innovator who constantly explores and integrates emerging technologies to give projects a competitive edge. I possess a forward-thinking mindset, always evaluating new tools and methodologies to optimize development workflows and enhance application capabilities. Staying ahead of the curve is my default setting. At Softaims, I apply this innovative spirit to solve legacy system challenges and build greenfield solutions that define new industry standards. My commitment is to deliver cutting-edge solutions that are both reliable and groundbreaking. My professional drive is fueled by a desire to automate, optimize, and create highly efficient processes. I thrive in dynamic environments where my ability to quickly master and deploy new skills directly impacts project delivery and client satisfaction.

Show More
Experience
1 Year
Availability
More than 30 hrs/week
Hourly Rate
$30
Rating
Previous Company
NXBINSTITUTE
Profile of John G., Full Stack Developer at Softaims
View full profile
Softaims
John G., Full Stack Developer at Softaims

John G.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+08:00UTC+08:00
Country: PhilippinesPhilippines
Bulacan
John G. | SoftaimsMember Since 2019
View and Hire Arrow Icon
JavaScriptPHPWeb DevelopmentWeb DesignMySQL ProgrammingReactCodeIgniterReact NativePythonLaravelMaterial DesignPHPUnitFlaskNode.jsMySQLMachine LearningNextjs

My name is John G. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: JavaScript, PHP, Web Development, Web Design, MySQL Programming, etc.. I hold a degree in Bachelor of Science (BS). Some of the notable projects I’ve worked on include: Grauer School, Kis Natural Lunches, Rhymes with Reason, Operations 19, TablePay Flyght, etc.. I am based in Bulacan, Philippines. I've successfully completed 6 projects while developing at Softaims. I value a collaborative environment where shared knowledge leads to superior outcomes. I actively mentor junior team members, conduct thorough quality reviews, and champion engineering best practices across the team. I believe that the quality of the final product is a direct reflection of the team's cohesion and skill. My experience at Softaims has refined my ability to effectively communicate complex technical concepts to non-technical stakeholders, ensuring project alignment from the outset. I am a strong believer in transparent processes and iterative delivery. My main objective is to foster a culture of quality and accountability. I am motivated to contribute my expertise to projects that require not just technical skill, but also strong organizational and leadership abilities to succeed.

Show More
Experience
6 years
Availability
Full-time
Hourly Rate
$25
Rating
Previous Company
Pointwest Technologies Corporation
Profile of Viacheslav K., Data Analyst at Softaims
View full profile
Softaims
Viacheslav K., Data Analyst at Softaims

Viacheslav K.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+03:00UTC+03:00
Country: UkraineUkraine
Zaporizhzhya
Viacheslav K. | SoftaimsMember Since 2014
View and Hire Arrow Icon
ReactSQLJavaScriptRuby on RailsElixirRubyMicroserviceDatabase DevelopmentHTTPPhoenixRSpecAPIReact NativeAmazon PluginNextjs

My name is Viacheslav K. and I have over 11 years of experience in the tech industry. I specialize in the following technologies: React, SQL, JavaScript, Ruby on Rails, Elixir, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I’ve worked on include: Kindra Connect, Flight School Manager, Jurata, Blackink, Rhino, etc.. I am based in Zaporizhzhya, Ukraine. I've successfully completed 13 projects while developing at Softaims. I possess comprehensive technical expertise across the entire solution lifecycle, from user interfaces and information management to system architecture and deployment pipelines. This end-to-end perspective allows me to build solutions that are harmonious and efficient across all functional layers. I excel at managing technical health and ensuring that every component of the system adheres to the highest standards of performance and security. Working at Softaims, I ensure that integration is seamless and the overall architecture is sound and well-defined. My commitment is to taking full ownership of project delivery, moving quickly and decisively to resolve issues and deliver high-quality features that meet or exceed the client's commercial objectives.

Show More
Experience
11 years
Availability
Full-time
Hourly Rate
$35
Rating
Previous Company
DataArt
Profile of Franco R., Full Stack Developer at Softaims
View full profile
Softaims
Franco R., Full Stack Developer at Softaims

Franco R.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC-05:00UTC-05:00
Country: PeruPeru
Cusco
Franco R. | SoftaimsMember Since 2020
View and Hire Arrow Icon
API DevelopmentPythonWeb DevelopmentRaspberry Pi FirmwareRuby on RailsArduinoWeb ApplicationJavaScriptSensorRaspberry PiFront-End DevelopmentReactMicrocontrollerC++C#React NativeNextjsFrontend

My name is Franco R. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: API Development, Python, Web Development, Raspberry Pi Firmware, Ruby on Rails, etc.. I hold a degree in , Bachelor of Applied Science (BASc). Some of the notable projects I’ve worked on include: Sensor dashboard, Friendly RPI HMI for Pumps control, Digital Signage system based on RPI, includes UI, Web application tool to create JSON, config files. I am based in Cusco, Peru. I've successfully completed 4 projects while developing at Softaims. My expertise lies in deeply understanding and optimizing solution performance. I have a proven ability to profile systems, analyze data access methods, and implement caching strategies that dramatically reduce latency and improve responsiveness under load. I turn slow systems into high-speed performers. I focus on writing highly efficient, clean, and well-documented code that minimizes resource consumption without sacrificing functionality. This dedication to efficiency is how I contribute measurable value to Softaims’ clients by reducing infrastructure costs and improving user satisfaction. I approach every project with a critical eye for potential bottlenecks, proactively designing systems that are efficient from the ground up. I am committed to delivering software that sets the standard for speed and reliability.

Show More
Experience
5 years
Availability
Full-time
Hourly Rate
$25
Rating
Previous Company
Belatrix Software

Want to hire?

Hire deep-learning Arrow Icon

Developers who got their wings at:

  • Intel Logo
    Intel Logo
  • Netflix Logo
    Netflix Logo
  • Lego Logo
    Lego Logo
  • Adidas Logo
    Adidas Logo
  • Samsung Logo
    Samsung Logo
  • Google Logo
    Google Logo
  • Uber Logo
    Uber Logo
  • Apple Logo
    Apple Logo
  • Pfizer Logo
    Pfizer Logo

Testimonials

Working with Softaims allowed us to quickly onboard highly skilled engineers who integrated seamlessly with our team. The experience was smooth and the results exceeded our expectations.

The Softaims platform gave us access to developers who immediately added value. Their expertise and professionalism made the entire process seamless.

Ready-to-interview vetted Deep Learning developers are waiting for your request

Hire Deep Learning Developer Arrow Icon
Hire Deep Learning Developer
Hire Deep Learning Developer