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How does generative AI work?

The question is about generative ai

Answer

Generative AI works by using machine learning models, particularly neural networks, to learn patterns and structures from large datasets. The most common models used are Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs). These models are trained on vast amounts of data and learn to generate new data instances that resemble the training set. The process involves learning the underlying distribution of the data and then sampling from this distribution to create new content.

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Profile of Hanif Daffa N., Full Stack Developer at Softaims
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Hanif Daffa N., Full Stack Developer at Softaims

Hanif Daffa N.

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    Softaims Member Since 2024
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My name is Hanif Daffa N. and I have over 1 year years of experience in the tech industry. I specialize in the following technologies: PHP, Laravel, Next.js, React, Nuxt.js, etc.. I hold a degree in Bachelor's degree, High school degree. Some of the notable projects I’ve worked on include: WaveCRM, KPI System – Laravel 12, AI Resume Builder – React.js, Muscle Lab – Laravel, Physics Knowledge Graph – Next.js, etc.. I am based in Semarang, Indonesia. I've successfully completed 14 projects while developing at Softaims. I approach every technical challenge with a mindset geared toward engineering excellence and robust solution architecture. I thrive on translating complex business requirements into elegant, efficient, and maintainable outputs. My expertise lies in diagnosing and optimizing system performance, ensuring that the deliverables are fast, reliable, and future-proof. The core of my work involves adopting best practices and a disciplined methodology, focusing on meticulous planning and thorough verification. I believe that sustainable solution development requires discipline and a deep commitment to quality from inception to deployment. At Softaims, I leverage these skills daily to build resilient systems that stand the test of time. I am dedicated to making a tangible difference in client success. I prioritize clear communication and transparency throughout the development lifecycle to ensure every deliverable exceeds expectations.

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  • Experience1 year
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Profile of Amirbek A., Full Stack Developer at Softaims
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Amirbek A., Full Stack Developer at Softaims

Amirbek A.

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    Softaims Member Since 2022
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My name is Amirbek A. and I have over 3 years years of experience in the tech industry. I specialize in the following technologies: JavaScript, TypeScript, React, Git, React Native, etc.. I hold a degree in , Bachelor of Industrial Design. Some of the notable projects I’ve worked on include: CyberDoc - Student Assistance Platform, HRMS, Delivery App. I am based in Bukhara, Uzbekistan. I've successfully completed 3 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.

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  • Experience3 years
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Profile of M Rizal F., Full Stack Developer at Softaims
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M Rizal F., Full Stack Developer at Softaims

M Rizal F.

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    Softaims Member Since 2014
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My name is M Rizal F. and I have over 11 years years of experience in the tech industry. I specialize in the following technologies: Microsoft Access, Database Design, Oracle PLSQL, PHP, jQuery, etc.. I hold a degree in Bachelor's degree, Bachelor of Engineering (BEng). Some of the notable projects I’ve worked on include: Workflow Management, Content Management System, Excel VBA Projects, Marketing System, Image Compressor - Windows APP, etc.. I am based in Tangerang, Indonesia. I've successfully completed 6 projects while developing at Softaims. I approach every technical challenge with a mindset geared toward engineering excellence and robust solution architecture. I thrive on translating complex business requirements into elegant, efficient, and maintainable outputs. My expertise lies in diagnosing and optimizing system performance, ensuring that the deliverables are fast, reliable, and future-proof. The core of my work involves adopting best practices and a disciplined methodology, focusing on meticulous planning and thorough verification. I believe that sustainable solution development requires discipline and a deep commitment to quality from inception to deployment. At Softaims, I leverage these skills daily to build resilient systems that stand the test of time. I am dedicated to making a tangible difference in client success. I prioritize clear communication and transparency throughout the development lifecycle to ensure every deliverable exceeds expectations.

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  • Experience11 years
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Profile of Tadjening A., Full Stack Developer at Softaims
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Tadjening A., Full Stack Developer at Softaims

Tadjening A.

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    Cameroon
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    Softaims Member Since 2023
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My name is Tadjening A. and I have over 2 years years of experience in the tech industry. I specialize in the following technologies: node.js, Flutter, React, JavaScript, Dart, etc.. I hold a degree in Bachelor of Computer Science (BCompSc). Some of the notable projects I’ve worked on include: Vimex Coursier, Place: Food Delivery, TransAll, SmartEd Africa, ComprendreJira, etc.. I am based in Yaounde, Cameroon. I've successfully completed 6 projects while developing at Softaims. I approach every technical challenge with a mindset geared toward engineering excellence and robust solution architecture. I thrive on translating complex business requirements into elegant, efficient, and maintainable outputs. My expertise lies in diagnosing and optimizing system performance, ensuring that the deliverables are fast, reliable, and future-proof. The core of my work involves adopting best practices and a disciplined methodology, focusing on meticulous planning and thorough verification. I believe that sustainable solution development requires discipline and a deep commitment to quality from inception to deployment. At Softaims, I leverage these skills daily to build resilient systems that stand the test of time. I am dedicated to making a tangible difference in client success. I prioritize clear communication and transparency throughout the development lifecycle to ensure every deliverable exceeds expectations.

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  • Experience2 years
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Profile of Duy V., Full Stack Developer at Softaims
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Duy V., Full Stack Developer at Softaims

Duy V.

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    Vietnam
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    Softaims Member Since 2019
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My name is Duy V. and I have over 6 years years of experience in the tech industry. I specialize in the following technologies: MySQL Programming, .NET Core, Bootstrap, Syncfusion, Telerik, etc.. I hold a degree in , . Some of the notable projects I’ve worked on include: Portfolio, KIS Vietnam Company Website, Electronic Medical Records Web Application. I am based in Hanoi, Vietnam. I've successfully completed 3 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.

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  • Experience6 years
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Profile of Charles M., Full Stack Developer at Softaims
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Charles M., Full Stack Developer at Softaims

Charles M.

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    Softaims Member Since 2017
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My name is Charles M. and I have over 8 years years of experience in the tech industry. I specialize in the following technologies: Python, CSS, WordPress, HTML5, JavaScript, etc.. I hold a degree in . Some of the notable projects I’ve worked on include: DayDream, Chitown Champions redesign, PDFRest, PDFRest private APIs, Cloud9 smoke shop, etc.. I am based in Chicago, United States. I've successfully completed 9 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.

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  • Experience8 years
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Profile of David T., Full Stack Developer at Softaims
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David T., Full Stack Developer at Softaims

David T.

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    Softaims Member Since 2024
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My name is David T. and I have over 1 year years of experience in the tech industry. I specialize in the following technologies: Ruby on Rails, Scala, Ruby, vue.js, CSS, etc.. I hold a degree in Engineer's degree, Other. Some of the notable projects I’ve worked on include: Alicetrader-Tastyware, TorreAI, Pelom, CafExporto, SIGUE, etc.. I am based in Quito, Ecuador. I've successfully completed 6 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.

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  • Experience1 year
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Profile of Simon D., Full Stack Developer at Softaims
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Simon D., Full Stack Developer at Softaims

Simon D.

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    Softaims Member Since 2020
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My name is Simon D. and I have over 5 years years of experience in the tech industry. I specialize in the following technologies: Full-Stack Development, React, node.js, Next.js, TypeScript, etc.. I hold a degree in , . Some of the notable projects I’ve worked on include: Community Platform and Marketplace, Executive Resume Builder, Session Manager. I am based in Kingston, Canada. I've successfully completed 3 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.

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  • Experience5 years
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Profile of Samuel K., Full Stack Developer at Softaims
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Samuel K., Full Stack Developer at Softaims

Samuel K.

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    Softaims Member Since 2021
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My name is Samuel K. and I have over 4 years years of experience in the tech industry. I specialize in the following technologies: React, ExpressJS, Python, node.js, JavaScript, etc.. I hold a degree in Bachelor of Engineering (BEng), . Some of the notable projects I’ve worked on include: Headwind MDM in Flutter, SiteWatch Construction Site Management, Mereb Technologies, RateEat - Flutter Mobile App Development, RideShare - Flutter Mobile App, etc.. I am based in Addis Ababa, Ethiopia. I've successfully completed 6 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.

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  • Experience4 years
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Profile of Sukhwinder S., Game Developer at Softaims
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Sukhwinder S., Game Developer at Softaims

Sukhwinder S.

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    Canada
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    Softaims Member Since 2019
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My name is Sukhwinder S. and I have over 6 years years of experience in the tech industry. I specialize in the following technologies: React Native, Android App Development, iOS Development, AR & VR Development, ARKit, etc.. I hold a degree in Master of Business Administration (MBA), Bachelor of Engineering (BEng). Some of the notable projects I’ve worked on include: Sprint AR App, Doctor AI - Apple Vision Pro, Ecopod Tour - Real Estate, Nestle - Infant Formula Milk, VR Artist Gallery, etc.. I am based in New Westminster, Canada. I've successfully completed 14 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.

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  • Experience6 years
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