What is the role of GPUs in deep learning?

The question is about deep learning

Answer

GPUs play a critical role in deep learning by accelerating the training process of models. They are designed to handle parallel computations efficiently, which is essential for processing the large amounts of data involved in deep learning. GPUs can significantly reduce the time required to train complex models by performing multiple calculations simultaneously. This capability makes them indispensable for developing deep learning applications, as they improve the speed and performance of the training process.

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Profile of Josip V., Software Engineer - AI, Deep Learning and Python Platforms at Softaims
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Josip V., Software Engineer - AI, Deep Learning and Python Platforms at Softaims

Josip V.

deep-learning

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Timezone: UTC+02:00UTC+02:00
Country: CroatiaCroatia
Split
Josip V. | SoftaimsMember Since 2022
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Deep LearningPyTorchPython Scikit-LearnXGBoostMatplotlibArtificial IntelligenceBiostatisticsGitMedical WritingResearch PapersLangchainOpenAI APIGPT APILarge Language ModelLLaMAMachine LearningLLMSoftgenCreateCreatr

My name is Josip V. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Deep Learning, PyTorch, Python Scikit-Learn, XGBoost, Matplotlib, etc.. I hold a degree in Doctor of Medicine (MD), Master's degree. Some of the notable projects I’ve worked on include: Codellama2-7b on Streamlit, Voice Chat with Research Paper, Google scholar account, Breast Cancer Lymph Node Classification, The Role of AI in Breast Cancer Lymph Node Classification. I am based in Split, Croatia. I've successfully completed 5 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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3 years
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Full-time
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$30
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Infobip
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 NetworkRetoolSoftgenCreate

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 Job D., Senior Software Engineer - AI, Machine Learning and Deep Learning Platforms at Softaims
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Job D., Senior Software Engineer - AI, Machine Learning and Deep Learning Platforms at Softaims

Job D.

deep-learning

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Timezone: UTC+03:00UTC+03:00
Country: KenyaKenya
Nairobi
Job D. | SoftaimsMember Since 2021
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Computer VisionPython Scikit-LearnDeep LearningMachine Learning ModelPyTorchPythonTensorFlowFlaskMLOpsMLflowCVATNeural NetworkLLM Prompt Engineering

My name is Job D. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: Computer Vision, Python Scikit-Learn, Deep Learning, Machine Learning Model, PyTorch, etc.. I hold a degree in , , Bachelor of Science (BS). Some of the notable projects I’ve worked on include: Smallholder Farmers Programme Dashboard, Corpus - AI document SaaS, Automated Data Visualization on Metabase, Donor Budgeting Dashboard, Free Trade Area Analytics Dashboard, etc.. I am based in Nairobi, Kenya. I've successfully completed 14 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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4 years
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$25
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Safaricom
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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Profile of Gaber Y., Senior Software Engineer - AI, Machine Learning and Deep Learning Platforms at Softaims
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Gaber Y., Senior Software Engineer - AI, Machine Learning and Deep Learning Platforms at Softaims

Gaber Y.

deep-learning

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Timezone: UTC+03:00UTC+03:00
Country: EgyptEgypt
Cairo
Gaber Y. | SoftaimsMember Since 2019
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My name is Gaber Y. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: Deep Neural Network, TensorFlow, Natural Language Processing, Computer Vision, Machine Learning, etc.. I hold a degree in Master's degree, Bachelor's degree. Some of the notable projects I've worked on include: Real-time Activity Recognition, Generate Faces using Deep Convolutional GANs, Dermatologist AI - Skin Cancer Detection, Face Recognition and Verification. I am based in Cairo, Egypt. 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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Profile of Jorge M., Senior Software Engineer - AI, Deep Learning and NLP Platforms at Softaims
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Jorge M., Senior Software Engineer - AI, Deep Learning and NLP Platforms at Softaims

Jorge M.

deep-learning

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Country: SpainSpain
Pinto
Jorge M. | SoftaimsMember Since 2020
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My name is Jorge M. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: Deep Learning, Neural Network, Natural Language Processing, Reinforcement Learning, TensorFlow. I hold a degree in , , , , . Some of the notable projects I've worked on include: Mobile diffusion, LLM-transformer research, HashNeRF, 3D cloud point semantic instance recognition, GANs to replace real human faces in pictures by fake ones.. I am based in Pinto, Spain. 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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Profile of Wamiq R., Lead Software Engineer - AI, Deep Learning and Generative AI Platforms at Softaims
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Wamiq R., Lead Software Engineer - AI, Deep Learning and Generative AI Platforms at Softaims

Wamiq R.

deep-learning

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Timezone: UTC+02:00UTC+02:00
Country: ItalyItaly
Trento
Wamiq R. | SoftaimsMember Since 2015
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My name is Wamiq R. and I have over 10 years of experience in the tech industry. I specialize in the following technologies: Deep Learning, Computer Vision, PyTorch, Machine Learning, Convolutional Neural Network, etc.. I hold a degree in Master's degree. Some of the notable projects I've worked on include: Agentic Interviewer: AI-powered technical interview platform, AI Text to Humanize Text Bypassing AI Detector Undetectable AI, Building a Production-Ready Dynamic Survey Bot with LLM Integration, Chatbot AI-Powered Information Retrieval from PDFs, Document QA RAG App with Integration on AWS, etc.. I am based in Trento, Italy. I've successfully completed 7 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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Profile of Rakebun L., Senior Software Engineer - AI, Python and Deep Learning Platforms at Softaims
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Rakebun L., Senior Software Engineer - AI, Python and Deep Learning Platforms at Softaims

Rakebun L.

deep-learning

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Timezone: UTC+06:00UTC+06:00
Country: BangladeshBangladesh
Dhaka
Rakebun L. | SoftaimsMember Since 2021
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My name is Rakebun L. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: Python, TensorFlow, Deep Learning, Neural Network, Natural Language Processing, etc.. I hold a degree in Bachelor of Science (BS). Some of the notable projects I've worked on include: AI-Powered Multimodal Document Assistant using Google Gemini API, Doc Insight — AI-Powered PDF Q&A Tool, Breast Cancer Segmentation using U-net Architecture, Multilingual Speech-to-Text Transcription using Wav2Vec2. I am based in Dhaka, Bangladesh. 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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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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$39
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Clarifai
Profile of Aibek A., Junior Software Engineer - AI, Machine Learning and General Development at Softaims
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Softaims
Aibek A., Junior Software Engineer - AI, Machine Learning and General Development at Softaims

Aibek A.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+05:00UTC+05:00
Country: KazakhstanKazakhstan
Astana
Aibek A. | SoftaimsMember Since 2024
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Machine LearningPyTorchTensorFlowOpenCVPythonMATLABYOLOArtificial IntelligenceCVGPT APIAI ConsultingGenerative ModelLangChainDeep LearningC++OpenAI CodexAiderZed AI

My name is Aibek A. and I have over 1 year of experience in the tech industry. I specialize in the following technologies: Machine Learning, PyTorch, TensorFlow, OpenCV, Python, etc.. I hold a degree in Bachelor of Applied Science (BASc), Master of Computer Science (MSCS). Some of the notable projects I've worked on include: Intelligent chatbot for assessing employee competencies, Evaluation of technical skills of IT specialists, Financial AI assistant, Virtual assistant for educational platform with AI, Facial Anti-Spoofing with OpenCV, etc.. I am based in Astana, Kazakhstan. I've successfully completed 12 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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1 year
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Hourly Rate
$35
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Sergek Development

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