What are neural networks in deep learning?

The question is about deep learning

Answer

Neural networks in deep learning are computational models inspired by the human brain's structure. They consist of layers of interconnected nodes, or neurons, each responsible for processing input data and passing the output to the next layer. These networks learn from data by adjusting the weights of connections during training, enabling them to recognize patterns and make predictions. Neural networks are the foundational building blocks of deep learning, allowing for complex data analysis and decision-making.

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Profile of Rakebun L., Senior Software Engineer - AI, Python and Deep Learning Platforms at Softaims
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Softaims
Rakebun L., Senior Software Engineer - AI, Python and Deep Learning Platforms at Softaims

Rakebun L.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+06:00UTC+06:00
Country: BangladeshBangladesh
Dhaka
Rakebun L. | SoftaimsMember Since 2021
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PythonTensorFlowDeep LearningNeural NetworkNatural Language ProcessingPyTorchKerasComputer VisionDeep Neural NetworkMatplotlibImage ProcessingImage SegmentationArtificial IntelligenceSeabornObject Detection & Tracking

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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Experience
4 years
Availability
More than 30 hrs/week
Hourly Rate
$25
Rating
Previous Company
Adil Analytics Inc
Profile of Fahed S., Lead Data Scientist - Machine Learning, Deep Learning and AI Platforms at Softaims
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Softaims
Fahed S., Lead Data Scientist - Machine Learning, Deep Learning and AI Platforms at Softaims

Fahed S.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: JordanJordan
Amman
Fahed S. | SoftaimsMember Since 2017
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Data ScienceWeb ScrapingData AnalysisData CleaningData LabelingData PreprocessingMachine LearningDeep LearningComputer VisionImage ProcessingKerasTensorFlowPyTorchPython

My name is Fahed S. and I have over 8 years of experience in the tech industry. I specialize in the following technologies: Data Science, Web Scraping, Data Analysis, Data Cleaning, Data Labeling, etc.. I hold a degree in Bachelor's degree. Some of the notable projects I've worked on include: Bachelors Degree in Computer Science, ACPC, Google Certified Associate Cloud Engineer. I am based in Amman, Jordan. 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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8 years
Availability
As Needed - Open to Offers
Hourly Rate
$25
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applied science private university
Profile of Jumabek A., Lead Data Scientist - AI, Deep Learning and Natural Language Processing at Softaims
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Softaims
Jumabek A., Lead Data Scientist - AI, Deep Learning and Natural Language Processing at Softaims

Jumabek A.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+09:00UTC+09:00
Country: South KoreaSouth Korea
Incheon
Jumabek A. | SoftaimsMember Since 2018
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RArtificial Neural NetworkClassificationPyTorchNatural Language ProcessingKerasDeep Learning ModelingTensorFlowComputer VisionData ScienceStatisticsData AnalysisTime Series AnalysisArtificial Intelligence

My name is Jumabek A. and I have over 7 years of experience in the tech industry. I specialize in the following technologies: Artificial Neural Network, Classification, R, PyTorch, Natural Language Processing, etc.. I hold a degree in , Master of Computer Applications (MCA), Doctor of Philosophy (PhD). Some of the notable projects I've worked on include: High Quality Lip Sync AI Avatar - Real Time, Sports analysis, Theft-Shoplifting, Attendance checking, Surveillance System, etc.. I am based in Incheon, South Korea. I've successfully completed 10 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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Experience
7 years
Availability
More than 30 hrs/week
Hourly Rate
$80
Rating
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Visionin.inha.ac.kr
Profile of Job D., Senior Software Engineer - AI, Machine Learning and Deep Learning Platforms at Softaims
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Softaims
Job D., Senior Software Engineer - AI, Machine Learning and Deep Learning Platforms at Softaims

Job D.

deep-learning

Verified BadgeVerified Expert in Engineering
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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Experience
4 years
Availability
Full-time
Hourly Rate
$25
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Safaricom
Profile of Ebenge U., Software Engineer - AI, Deep Learning and Generative AI Platforms at Softaims
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Softaims
Ebenge U., Software Engineer - AI, Deep Learning and Generative AI Platforms at Softaims

Ebenge U.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: FranceFrance
Bezons
Ebenge U. | SoftaimsMember Since 2022
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Deep LearningModel OptimizationMachine Learning ModelMachine LearningNatural Language ProcessingChatGPTArtificial IntelligenceGenerative AIPrompt EngineeringLLM PromptLLM Prompt EngineeringHugging FaceLangChainAI Chatbot

My name is Ebenge U. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Deep Learning, Model Optimization, Machine Learning Model, Machine Learning, Natural Language Processing, etc.. I hold a degree in Bachelor of Science (BS), Master of Science (MS), Doctor of Philosophy (PhD), Master of Computer Science (MSCS). Some of the notable projects I've worked on include: OpenAI Experience - LangChain Developer, OpenAI Experience - Prompt Engineer, OpenAI Experience - Prompt Engineer. I am based in Bezons, France. I've successfully completed 3 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.

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3 years
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$90
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Musiversal
Profile of Salah Eldin E., Software Engineer - AI, Cloud and Backend at Softaims
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Softaims
Salah Eldin E., Software Engineer - AI, Cloud and Backend at Softaims

Salah Eldin E.

deep-learning

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Timezone: UTC+03:00UTC+03:00
Country: EgyptEgypt
Bilbeis
Salah Eldin E. | SoftaimsMember Since 2023
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Deep LearningMachine LearningPythonArtificial IntelligenceFlaskLLM Prompt EngineeringGenerative AILangChainAPISQLGoogle Cloud PlatformWeb ScrapingAPI DevelopmentPostgreSQLVirtual Machine

My name is Salah Eldin E. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Deep Learning, Machine Learning, Python, Artificial Intelligence, Flask, etc.. I hold a degree in Bachelor of Engineering (BEng), High school degree. Some of the notable projects I've worked on include: Async-First AI Backend: FastAPI, Celery/BullMQ & Microservices, Secure Multi-Tenant AI Architecture for SaaS (Supabase + RLS), Latency-Critical Voice AI: VAPI Integration & Real-Time CRM Sync, Automated B2B Prospecting: Scraping + Waterfall Enrichment + CRM Sync, Stealth Pricing Monitor: Bypassing Cloudflare & Akamai WAFs, etc.. I am based in Bilbeis, Egypt. I've successfully completed 11 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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More than 30 hrs/week
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$45
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Egyptian Space Agency( EgSA)
Profile of Prajwal S., Lead Software Engineer - Cloud, AI and Full-Stack at Softaims
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Softaims
Prajwal S., Lead Software Engineer - Cloud, AI and Full-Stack at Softaims

Prajwal S.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+05:45UTC+05:45
Country: NepalNepal
Kathmandu
Prajwal S. | SoftaimsMember Since 2014
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TypeScriptPythonPHPFlaskNode.jsVue.jsJavaScriptLaravelWordPressKubernetesDeep LearningMachine LearningNatural Language ProcessingData ScienceLarge Language ModelLLM

My name is Prajwal S. and I have over 11 years of experience in the tech industry. I specialize in the following technologies: TypeScript, Python, PHP, Flask, Node.js, etc.. I hold a degree in Master of Science (MS), Bachelor's degree. Some of the notable projects I've worked on include: Frayednot, Baha, Clover, Blue & Gold AV, Surfside, etc.. I am based in Kathmandu, Nepal. I've successfully completed 10 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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11 years
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More than 30 hrs/week
Hourly Rate
$40
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Affy
Profile of Amanuel M., Software Engineer - AI, Machine Learning and Data Science Platforms at Softaims
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Softaims
Amanuel M., Software Engineer - AI, Machine Learning and Data Science Platforms at Softaims

Amanuel M.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+03:00UTC+03:00
Country: EthiopiaEthiopia
Gondar
Amanuel M. | SoftaimsMember Since 2022
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Computer VisionPythonTensorFlowOpenCVMachine Learning ModelDeep LearningMachine LearningData ScienceConvolutional Neural NetworkArtificial Neural NetworkRecurrent Neural NetworkArtificial IntelligenceMachine Learning FrameworkDeep Learning ModelingDeep Learning Framework

My name is Amanuel M. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Computer Vision, Python, TensorFlow, OpenCV, Machine Learning Model, etc.. I hold a degree in Master of Science (MS), Bachelor's degree. Some of the notable projects I've worked on include: License Plate Detection & Tracking with YOLOv8 + OCR, OCR-Character-Recognition-System-For-Handwritten, Face Detection Attendance System using Flask API, Potato Disease Classifier using DL, Image-generation-using-DALL-E-JPG, etc.. I am based in Gondar, Ethiopia. I've successfully completed 27 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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Experience
3 years
Availability
More than 30 hrs/week
Hourly Rate
$25
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Debre Tabor University
Profile of Dmytro U., Lead Software Engineer - AI, Cloud and Machine Learning Platforms at Softaims
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Softaims
Dmytro U., Lead Software Engineer - AI, Cloud and Machine Learning Platforms at Softaims

Dmytro U.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: SpainSpain
Valencia
Dmytro U. | SoftaimsMember Since 2014
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Computer VisionDeep LearningPythonMachine LearningTensorFlowImage ProcessingChatGPTLLaMAArtificial IntelligencePattern RecognitionAWS LambdaProject ManagementGolangAWS DevelopmentGoogle Cloud PlatformCloud ComputingReactTwilioReact NativeNextjs

My name is Dmytro U. and I have over 11 years of experience in the tech industry. I specialize in the following technologies: Computer Vision, Deep Learning, Python, Machine Learning, TensorFlow, etc.. I hold a degree in Master of Business Administration (MBA), Master of Science (MS). Some of the notable projects I’ve worked on include: TBCLive, CompanyTrack, SHRED: Gym & Home Workout, Wilowrid Flutter project, SecondSelf Fun, etc.. I am based in Valencia, Spain. I've successfully completed 37 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
11 years
Availability
Full-time
Hourly Rate
$45
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IBM Spain
Profile of Anton S., Junior Software Engineer - AI, Machine Learning and General Development at Softaims
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Softaims
Anton S., Junior Software Engineer - AI, Machine Learning and General Development at Softaims

Anton S.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+03:00UTC+03:00
Country: UkraineUkraine
Novoivnytske
Anton S. | SoftaimsMember Since 2024
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PythonPython ScriptLangChainAI Agent DevelopmentMachine LearningComputer VisionDeep LearningPyTorchAPI IntegrationTensorFlowDatabaseDjangoPineconeVector EmbeddingWeb UI

My name is Anton S. and I have over 1 year of experience in the tech industry. I specialize in the following technologies: Python, Python Script, LangChain, AI Agent Development, Machine Learning, etc.. I hold a degree in Master of Computer Science (MSCS), Bachelor of Computer Science (BCompSc). Some of the notable projects I've worked on include: AI Cold Calling System, Data Analytics, Forecasting Public Transport, Vehicle detection from Satellite Computer Vision Project, Advanced Retail Surveillance System Using YOLO Object Detection, etc.. I am based in Novoivnytske, Ukraine. I've successfully completed 7 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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Experience
1 year
Availability
As Needed - Open to Offers
Hourly Rate
$50
Rating
Previous Company
SSWS

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