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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Profile of Antonio L., Software Engineer - AI, Computer Vision and Deep Learning Platforms at Softaims
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Antonio L., Software Engineer - AI, Computer Vision and Deep Learning Platforms at Softaims

Antonio L.

deep-learning

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Timezone: UTC-07:00UTC-07:00
Country: MexicoMexico
Tijuana
Antonio L. | SoftaimsMember Since 2023
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Computer VisionObject DetectionObject Detection & TrackingImage ProcessingArtificial IntelligenceSoftware DevelopmentData AnnotationBusiness PlanAlgorithm DevelopmentYOLOPyTorchTensorFlowDeep LearningMachine Learning

My name is Antonio L. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Computer Vision, Object Detection, Object Detection & Tracking, Image Processing, Artificial Intelligence, etc.. I hold a degree in Bachelor of Engineering (BEng), Master of Science (MS). Some of the notable projects I've worked on include: Real-Time Retail Customer Behavior Analytics Platform, Soccer Game Analysis System, Interactive Local Image Segmentation Tool Using Ultralytics SAM2, Squash Game Analysis System. I am based in Tijuana, Mexico. I've successfully completed 4 projects while developing at Softaims. My passion is building solutions that are not only technically sound but also deliver an exceptional user experience (UX). I constantly advocate for user-centered design principles, ensuring that the final product is intuitive, accessible, and solves real user problems effectively. I bridge the gap between technical possibilities and the overall product vision. Working within the Softaims team, I contribute by bringing a perspective that integrates business goals with technical constraints, resulting in solutions that are both practical and innovative. I have a strong track record of rapidly prototyping and iterating based on feedback to drive optimal solution fit. I'm committed to contributing to a positive and collaborative team environment, sharing knowledge, and helping colleagues grow their skills, all while pushing the boundaries of what's possible in solution development.

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2 years
Availability
More than 30 hrs/week
Hourly Rate
$45
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Nola
Profile of Andrew I., Senior Full-Stack Engineer - Python, Deep Learning and Mobile Platforms at Softaims
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Softaims
Andrew I., Senior Full-Stack Engineer - Python, Deep Learning and Mobile Platforms at Softaims

Andrew I.

deep-learning

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Timezone: UTC+01:00UTC+01:00
Country: NigeriaNigeria
Ikorodu
Andrew I. | SoftaimsMember Since 2021
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PythonDeep LearningMachine LearningReinforcement LearningWeb ApplicationMobile AppDesktop ApplicationCommunication SkillsTypeScriptFlutterOpenAI APIJavaScriptAutomationComputer VisionData EngineeringData ScienceData Analysis

My name is Andrew I. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: Python, Deep Learning, Machine Learning, Reinforcement Learning, Web Application, etc.. I hold a degree in Bachelor of Science (BS), Master of Engineering (MEng). Some of the notable projects I’ve worked on include: CFI, AskAFish, VeriLease, WishCard, Flow Rhythm, etc.. I am based in Ikorodu, Nigeria. I've successfully completed 7 projects while developing at Softaims. My passion is building solutions that are not only technically sound but also deliver an exceptional user experience (UX). I constantly advocate for user-centered design principles, ensuring that the final product is intuitive, accessible, and solves real user problems effectively. I bridge the gap between technical possibilities and the overall product vision. Working within the Softaims team, I contribute by bringing a perspective that integrates business goals with technical constraints, resulting in solutions that are both practical and innovative. I have a strong track record of rapidly prototyping and iterating based on feedback to drive optimal solution fit. I’m committed to contributing to a positive and collaborative team environment, sharing knowledge, and helping colleagues grow their skills, all while pushing the boundaries of what's possible in solution development.

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4 years
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Full-time
Hourly Rate
$25
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Flutterwave
Profile of Phat V., Senior Data Engineer - AI, Machine Learning and Deep Learning Platforms at Softaims
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Phat V., Senior Data Engineer - AI, Machine Learning and Deep Learning Platforms at Softaims

Phat V.

deep-learning

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Timezone: UTC+07:00UTC+07:00
Country: VietnamVietnam
Ho Chi Minh City
Phat V. | SoftaimsMember Since 2019
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PythonMachine LearningTime Series AnalysisPyTorchComputer VisionDeep LearningDockerMicrosoft Power BIData ScienceLinuxLLM PromptNVIDIA TritonHugging FaceLLaMANVIDIA Jetson

My name is Phat V. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: Python, Machine Learning, Time Series Analysis, PyTorch, Computer Vision, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I've worked on include: Improve Question Answer accuracy by 20% for downstream tasks., Complex Hotmail Captcha sovler, Background Removal. I am based in Ho Chi Minh City, Vietnam. I've successfully completed 3 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.

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6 years
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As Needed - Open to Offers
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$39
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Clarifai
Profile of Waleed S., Junior Software Engineer - AI, Machine Learning and Deep Learning Platforms at Softaims
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Softaims
Waleed S., Junior Software Engineer - AI, Machine Learning and Deep Learning Platforms at Softaims

Waleed S.

deep-learning

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Timezone: UTC+02:00UTC+02:00
Country: EgyptEgypt
Giza
Waleed S. | SoftaimsMember Since 2023
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Machine LearningNatural Language ProcessingComputer VisionPythonPython Scikit-LearnTensorFlowDeep LearningArtificial IntelligencePattern RecognitionComputer ScienceConvolutional Neural NetworkNeural NetworkNeural Machine TranslationLong Short-Term Memory Network

My name is Waleed S. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Machine Learning, Natural Language Processing, Computer Vision, Python, Python Scikit-Learn, etc.. I hold a degree in Bachelor's degree, Master's degree. Some of the notable projects I've worked on include: NMT Translate Arabic Dialect to Modern Standard Arabic, GP: Bone Fracture Detection (Grade: A+), Cyclist Detection. I am based in Giza, Egypt. I've successfully completed 3 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.

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2 years
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Profile of Samiul S., Senior Full-Stack Engineer - Python, React and AI Platforms at Softaims
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Samiul S., Senior Full-Stack Engineer - Python, React and AI Platforms at Softaims

Samiul S.

deep-learning

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Timezone: UTC+06:00UTC+06:00
Country: BangladeshBangladesh
Dhaka
Samiul S. | SoftaimsMember Since 2021
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PythonComputer VisionMachine Learning ModelData Science ConsultationTensorFlowDeep Learning ModelingImage ProcessingDigital Signal ProcessingDjango StackReactDockerKubernetesAWS DevelopmentNodeJS Framework.NET FrameworkFlutterLaTeXObject-Oriented Programming

My name is Samiul S. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: Python, Computer Vision, Machine Learning Model, Data Science Consultation, TensorFlow, etc.. I hold a degree in , Bachelor of Engineering (BEng), Master of Science (MS). Some of the notable projects I've worked on include: Machine learning based Segmentation, E-Book Reader, Math Garden, ALL-SHOP-ECOMMERCE. I am based in Dhaka, Bangladesh. 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.

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4 years
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Profile of Eugene G., Lead Software Engineer - AI, Cloud and Computer Vision Platforms at Softaims
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Eugene G., Lead Software Engineer - AI, Cloud and Computer Vision Platforms at Softaims

Eugene G.

deep-learning

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Timezone: UTC+02:00UTC+02:00
Country: UkraineUkraine
Kyiv
Eugene G. | SoftaimsMember Since 2013
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My name is Eugene G. and I have over 12 years of experience in the tech industry. I specialize in the following technologies: Deep Learning, OpenCV, Computer Vision, TensorFlow, PyTorch, etc.. I hold a degree in Master's degree. Some of the notable projects I've worked on include: AI Vision Tool for EAN Barcode Detection, Text-to-Manicure Generator, Fast Eye Structure Detection, Fast colour balls detection & tracking, Face contour crop, etc.. I am based in Kyiv, Ukraine. I've successfully completed 15 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.

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Profile of Nishant D., Software Engineer - AI, Python and Generative AI Platforms at Softaims
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Nishant D., Software Engineer - AI, Python and Generative AI Platforms at Softaims

Nishant D.

deep-learning

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Timezone: UTC+05:45UTC+05:45
Country: NepalNepal
Bhaktapur
Nishant D. | SoftaimsMember Since 2022
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PythonGenerative AILangChainAI Agent DevelopmentChatGPT APILoRaComputer VisionTransformer ModelModel DeploymentData AnnotationDeep LearningData ScienceLarge Language ModelPrompt EngineeringHugging FaceLLM

My name is Nishant D. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Python, Generative AI, LangChain, AI Agent Development, ChatGPT API, etc.. I hold a degree in Bachelor of Technology (BTech). Some of the notable projects I've worked on include: Aerial Image Segmentation Using UNET, RL Agent Playing Mario Using PPO Algorithms, Movie Recommendation System, Scraping CS Domain Abstracts from arXiv (1995-2018). I am based in Bhaktapur, Nepal. I've successfully completed 4 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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3 years
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Omdena
Profile of An N., Software Engineer - AI, Backend and Computer Vision at Softaims
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Softaims
An N., Software Engineer - AI, Backend and Computer Vision at Softaims

An N.

deep-learning

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Timezone: UTC+07:00UTC+07:00
Country: VietnamVietnam
Hanoi
An N. | SoftaimsMember Since 2022
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My name is An N. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: PyTorch, C++, OpenCV, Deep Learning Modeling, TensorFlow, etc.. I hold a degree in Bachelor's degree. Some of the notable projects I've worked on include: Object detection, Face generation, Image Colorization. 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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3 years
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Less than 30 hrs/week
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$30
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Asilla
Profile of Saqib S., Senior Full-Stack Engineer - AI, Web and Generative AI Platforms at Softaims
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Softaims
Saqib S., Senior Full-Stack Engineer - AI, Web and Generative AI Platforms at Softaims

Saqib S.

deep-learning

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Timezone: UTC-08:00UTC-08:00
Country: United StatesUnited States
Sugar Land
Saqib S. | SoftaimsMember Since 2019
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Artificial IntelligenceLLM Prompt EngineeringGraph DatabaseDeep LearningNatural Language ProcessingGenerative AIAI Agent DevelopmentAI ChatbotData AnalysisReactNode.jsNext.jsWeb DevelopmentOpenAI APIChatGPTReact NativeNextjs

My name is Saqib S. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, LLM Prompt Engineering, Graph Database, Deep Learning, Natural Language Processing, etc.. I hold a degree in Bachelor of Applied Science (BASc), Master's degree. Some of the notable projects I’ve worked on include: Portfolio, AI-Powered Resume Ranking & Parsing System for Automated Hiring, AI-Powered Business Incubator Platform, HomeShield: AI-Powered Real-Time Home Safety Monitoring System, AI-Powered Floor Plan Icon Matcher - Interactive Tool for Architects, etc.. I am based in Sugar Land, United States. I've successfully completed 49 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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Experience
6 years
Availability
Full-time
Hourly Rate
$75
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Google
Profile of Ilnar S., Senior Backend Engineer - AI, Cloud and Machine Learning Platforms at Softaims
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Softaims
Ilnar S., Senior Backend Engineer - AI, Cloud and Machine Learning Platforms at Softaims

Ilnar S.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+03:00UTC+03:00
Country: TurkeyTurkey
Istanbul
Ilnar S. | SoftaimsMember Since 2019
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PythonSQLDeep LearningMachine LearningAutomatic Speech RecognitionAzure Machine LearningMLOpsNatural Language ProcessingData Scraping

My name is Ilnar S. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: Python, SQL, Deep Learning, Machine Learning, Automatic Speech Recognition, etc.. I hold a degree in , . Some of the notable projects I’ve worked on include: Tone Models on ProWritingAid.com, A Coqui-STT-based speech recognition system for Kazakh, A 150-lines script to scrape 1200+ Bibles from Bible.com, SDP: A Statistical Dependency Parser Written By Me From Scratch. I am based in Istanbul, Turkey. I've successfully completed 4 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.

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Experience
6 years
Availability
Full-time
Hourly Rate
$25
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Türk Telekom

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