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How does deep learning differ from traditional machine learning?

The question is about deep learning

Answer

Deep learning differs from traditional machine learning in its ability to automatically discover features from raw data. Traditional machine learning often requires manual feature extraction, whereas deep learning models, through their layered architecture, automatically identify complex patterns and features. This capability allows deep learning models to handle vast amounts of unstructured data and perform better on tasks like image and speech recognition, where feature extraction is challenging.

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Vlad B., Full Stack Developer at Softaims

Vlad B.

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    Softaims Member Since 2024
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My name is Vlad B. and I have over 1 year years of experience in the tech industry. I specialize in the following technologies: JavaScript, React, Tailwind CSS, Next.js, node.js, etc.. I hold a degree in Bachelor of Technology (BTech), Master of Technology (MTech), , , , . Some of the notable projects I’ve worked on include: Shopmonkey, Clario, BigID. I am based in Kyiv, Ukraine. I've successfully completed 3 projects while developing at Softaims. I specialize in architecting and developing scalable, distributed systems that handle high demands and complex information flows. My focus is on building fault-tolerant infrastructure using modern cloud practices and modular patterns. I excel at diagnosing and resolving intricate concurrency and scaling issues across large platforms. Collaboration is central to my success; I enjoy working with fellow technical experts and product managers to define clear technical roadmaps. This structured approach allows the team at Softaims to consistently deliver high-availability solutions that can easily adapt to exponential growth. I maintain a proactive approach to security and performance, treating them as integral components of the design process, not as afterthoughts. My ultimate goal is to build the foundational technology that powers client success and innovation.

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  • Experience1 year
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Md Wahidul A., Full Stack Developer at Softaims

Md Wahidul A.

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    Softaims Member Since 2023
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My name is Md Wahidul A. and I have over 2 years years of experience in the tech industry. I specialize in the following technologies: Java, Microservice, Spring Boot, PostgreSQL, MongoDB, etc.. I hold a degree in Bachelor of Computer Science (BCompSc). Some of the notable projects I’ve worked on include: App Analyzer, Review Service Backend, Review Service Full Stack. I am based in Dhaka, Bangladesh. I've successfully completed 3 projects while developing at Softaims. I specialize in architecting and developing scalable, distributed systems that handle high demands and complex information flows. My focus is on building fault-tolerant infrastructure using modern cloud practices and modular patterns. I excel at diagnosing and resolving intricate concurrency and scaling issues across large platforms. Collaboration is central to my success; I enjoy working with fellow technical experts and product managers to define clear technical roadmaps. This structured approach allows the team at Softaims to consistently deliver high-availability solutions that can easily adapt to exponential growth. I maintain a proactive approach to security and performance, treating them as integral components of the design process, not as afterthoughts. My ultimate goal is to build the foundational technology that powers client success and innovation.

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  • Experience2 years
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Atef H., Full Stack Developer at Softaims

Atef H.

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My name is Atef H. and I have over 5 years years of experience in the tech industry. I specialize in the following technologies: MySQL, Laravel, JavaScript, Bootstrap, Tailwind CSS, etc.. I hold a degree in Bachelor of Science in Information Technology. Some of the notable projects I’ve worked on include: E-commerce Laravel + RESTful API, Comprehensive School Management System Built with Laravel, Custom Invoice and Billing System Built with Laravel, Logo Website, I'm Lisa Website, etc.. I am based in Rafah, Palestinian Territories. 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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Brayan Andres B., Full Stack Developer at Softaims

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My name is Brayan Andres B. and I have over 1 year years of experience in the tech industry. I specialize in the following technologies: Python, Data Science, Deep Learning, Machine Learning, Natural Language Processing, etc.. I hold a degree in Bachelor of Computer Science (BCompSc). Some of the notable projects I’ve worked on include: AI agent(STT, TTS), Developing MultiModal LLM(STT, TTS), Shopping sites, AI chatbot (chat/voice)for doctor assistant, AI platform integrating several services. I am based in Barranquilla, Colombia. I've successfully completed 5 projects while developing at Softaims. I specialize in architecting and developing scalable, distributed systems that handle high demands and complex information flows. My focus is on building fault-tolerant infrastructure using modern cloud practices and modular patterns. I excel at diagnosing and resolving intricate concurrency and scaling issues across large platforms. Collaboration is central to my success; I enjoy working with fellow technical experts and product managers to define clear technical roadmaps. This structured approach allows the team at Softaims to consistently deliver high-availability solutions that can easily adapt to exponential growth. I maintain a proactive approach to security and performance, treating them as integral components of the design process, not as afterthoughts. My ultimate goal is to build the foundational technology that powers client success and innovation.

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Dmitry R., Full Stack Developer at Softaims

Dmitry R.

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My name is Dmitry R. and I have over 7 years years of experience in the tech industry. I specialize in the following technologies: PHP, Laravel, Git, vue.js, MySQL, etc.. I hold a degree in Master's degree. Some of the notable projects I’ve worked on include: frames shop, Chrome Extention - YouTube Video Highlighter, SaaS for Insurance Companies, Middleware Project Between Client’s Server and Shopify, Forecasts Parser. I am based in Forest, United States. I've successfully completed 5 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.

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My name is Tamiru A. and I have over 2 years years of experience in the tech industry. I specialize in the following technologies: Flutter, Golang, NestJS, Next.js, node.js, etc.. I hold a degree in Bachelor of Applied Science (BASc), . Some of the notable projects I’ve worked on include: TalentLink Platform, Competitive Programming & Data Structures & Algorithms, Armada Venture, 4k - Labs, Armada Market, etc.. I am based in Addis Ababa, Ethiopia. I've successfully completed 6 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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My name is Narek A. and I have over 12 years years of experience in the tech industry. I specialize in the following technologies: React, node.js, AngularJS, JavaScript, NestJS, etc.. I hold a degree in Bachelor's. Some of the notable projects I’ve worked on include: Wisdom, Go Go Quincy, Fitness Nation, Digsite, Outerloop, etc.. I am based in Yerevan, Armenia. I've successfully completed 12 projects while developing at Softaims. I specialize in architecting and developing scalable, distributed systems that handle high demands and complex information flows. My focus is on building fault-tolerant infrastructure using modern cloud practices and modular patterns. I excel at diagnosing and resolving intricate concurrency and scaling issues across large platforms. Collaboration is central to my success; I enjoy working with fellow technical experts and product managers to define clear technical roadmaps. This structured approach allows the team at Softaims to consistently deliver high-availability solutions that can easily adapt to exponential growth. I maintain a proactive approach to security and performance, treating them as integral components of the design process, not as afterthoughts. My ultimate goal is to build the foundational technology that powers client success and innovation.

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Vladyslav A., Full Stack Developer at Softaims

Vladyslav A.

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My name is Vladyslav A. and I have over 2 years years of experience in the tech industry. I specialize in the following technologies: TypeScript, node.js, Next.js, NestJS, React, etc.. I hold a degree in Bachelor of Commerce (BCom), Master of Technology (MTech). Some of the notable projects I’ve worked on include: Tonic Health Survey Builder, Centralpoint.nl Admin Panel (now Dustin.be), Multi-brand E-commerce Landing Pages, Dustin.be (formerly Centralpoint.nl), CherryPink: Online Adult Store. I am based in Kyiv, Ukraine. I've successfully completed 5 projects while developing at Softaims. I am a business-driven professional; my technical decisions are consistently guided by the principle of maximizing business value and achieving measurable ROI for the client. I view technical expertise as a tool for creating competitive advantages and solving commercial problems, not just as a technical exercise. I actively participate in defining key performance indicators (KPIs) and ensuring that the features I build directly contribute to improving those metrics. My commitment to Softaims is to deliver solutions that are not only technically excellent but also strategically impactful. I maintain a strong focus on the end-goal: delivering a product that solves a genuine market need. I am committed to a development cycle that is fast, focused, and aligned with the ultimate success of the client's business.

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Max S., Full Stack Developer at Softaims

Max S.

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My name is Max S. and I have over 8 years years of experience in the tech industry. I specialize in the following technologies: API, API Development, API Integration, RESTful API, Automation, etc.. I hold a degree in Master of Computer Applications (MCA). Some of the notable projects I’ve worked on include: NextGen Custom API Integration solution, Adopsio SAAS development and API Integration, Custom Tara Address API development & integration, PPC Ad Editor - digital marketing platform, LaGarden - eCommerce website, etc.. I am based in Kyiv, Ukraine. I've successfully completed 10 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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  • Experience8 years
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Anastasiia P., Full Stack Developer at Softaims

Anastasiia P.

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My name is Anastasiia P. and I have over 6 years years of experience in the tech industry. I specialize in the following technologies: WordPress, PHP, Elementor, CSS, HTML, etc.. I hold a degree in Master of Business Administration (MBA). Some of the notable projects I’ve worked on include: WordPress developer, WordPress developer, WordPress developer, WordPress developer, WordPress developer WordPress Designer PHP Elementor health App, etc.. I am based in Kharkiv, Ukraine. 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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  • Experience6 years
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