What skills are required to work in deep learning?

The question is about deep learning

Answer

Working in deep learning requires a strong foundation in mathematics, particularly in linear algebra, calculus, and probability. Proficiency in programming languages like Python is essential, along with familiarity with deep learning frameworks such as TensorFlow or PyTorch. Understanding neural network architectures and experience with data preprocessing and model evaluation are crucial. Additionally, problem-solving skills and the ability to stay updated with the latest research advancements are important for success in this field.

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Profile of Fahed S., Lead Data Scientist - Machine Learning, Deep Learning and AI Platforms at Softaims
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Fahed S., Lead Data Scientist - Machine Learning, Deep Learning and AI Platforms at Softaims

Fahed S.

deep-learning

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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
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As Needed - Open to Offers
Hourly Rate
$25
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applied science private university
Profile of Jorge M., Senior Software Engineer - AI, Deep Learning and NLP Platforms at Softaims
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Softaims
Jorge M., Senior Software Engineer - AI, Deep Learning and NLP Platforms at Softaims

Jorge M.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: SpainSpain
Pinto
Jorge M. | SoftaimsMember Since 2020
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Deep LearningNeural NetworkNatural Language ProcessingReinforcement LearningTensorFlow

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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5 years
Availability
As Needed - Open to Offers
Hourly Rate
$100
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Freelance
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
Availability
More than 30 hrs/week
Hourly Rate
$25
Rating
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AI Secuirty
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 & TrackingHeybossasimEZsite

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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4 years
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More than 30 hrs/week
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$25
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Adil Analytics Inc
Profile of Zakaria F., Software Engineer - AI, Deep Learning and Generative AI Platforms at Softaims
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Softaims
Zakaria F., Software Engineer - AI, Deep Learning and Generative AI Platforms at Softaims

Zakaria F.

deep-learning

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Timezone: UTC+03:00UTC+03:00
Country: EgyptEgypt
Al Haram
Zakaria F. | SoftaimsMember Since 2022
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AI Agent DevelopmentChatbotAI ConsultingLLM PromptChatGPTDeep LearningNatural Language ProcessingComputer VisionLarge Language ModelGenerative AIGeminiAgent GPTClaudeChatbot DevelopmentAI App DevelopmentLLM

My name is Zakaria F. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: AI Agent Development, Chatbot, AI Consulting, LLM Prompt, ChatGPT, etc.. I hold a degree in Bachelor's degree. Some of the notable projects I've worked on include: Chat With YouTube, Science MCQ QA LMs, RAG, Emotopia-Mood-Enhancer, Multi Label classification on lung diseases, etc.. I am based in Al Haram, Egypt. I've successfully completed 8 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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National Telecommunication Institute
Profile of Josip V., Software Engineer - AI, Deep Learning and Python Platforms at Softaims
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Softaims
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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Infobip
Profile of Robert H., Senior Software Engineer - AI, Python and Automation Platforms at Softaims
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Softaims
Robert H., Senior Software Engineer - AI, Python and Automation Platforms at Softaims

Robert H.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+08:00UTC+08:00
Country: IndonesiaIndonesia
Kuta Utara
Robert H. | SoftaimsMember Since 2019
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AI Agent DevelopmentAI ChatbotAI Model IntegrationAPI IntegrationChatGPTChatGPT APIAutomationPythonLangChainPyTorchChatbot IntegrationDeep Learning ModelingLow-Code DevelopmentLLM Prompt EngineeringLarge Language ModelLLM

My name is Robert H. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: AI Agent Development, AI Chatbot, AI Model Integration, API Integration, ChatGPT, etc.. I hold a degree in Master of Science (MS), Bachelor of Arts (BA). Some of the notable projects I've worked on include: Automating Lead Scoring and Follow-Up for Real Estate agency, Personalized Content Recommendations for a fashion influencer, Customer Support Chatbot Implementation for SaaS Company, Patient Intake, Appointment Reminders and follow-up Automation, Customer Support Smart Chatbot, etc.. I am based in Kuta Utara, Indonesia. I've successfully completed 6 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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$45
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HoomanKind AI
Profile of Juan V., Lead Software Engineer - Cloud, AI and Backend Platforms at Softaims
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Softaims
Juan V., Lead Software Engineer - Cloud, AI and Backend Platforms at Softaims

Juan V.

deep-learning

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Timezone: UTC+01:00UTC+01:00
Country: NetherlandsNetherlands
Utrecht
Juan V. | SoftaimsMember Since 2014
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PythonJavaScriptScriptingDjangoJupyter NotebookTensorFlowCloud ComputingMachine LearningAWS LambdaNumPyAmazon DynamoDBWeb DevelopmentKerasDockerDeep Learning

My name is Juan V. and I have over 11 years of experience in the tech industry. I specialize in the following technologies: Python, JavaScript, Scripting, Django, Jupyter Notebook, etc.. I hold a degree in Bachelor of Computer Science (BCompSc), Master of Business Administration (MBA). Some of the notable projects I've worked on include: Elevero - Multi Speaker Transcript Detection, Ip Mind - AI Agent for patent lawyers, Data labelling for audio, images, text and video. I am based in Utrecht, Netherlands. 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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11 years
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$120
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Digitaltolk
Profile of Ruslan P., Software Engineer - AI, Machine Learning and Data Science at Softaims
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Softaims
Ruslan P., Software Engineer - AI, Machine Learning and Data Science at Softaims

Ruslan P.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: UkraineUkraine
Kyiv
Ruslan P. | SoftaimsMember Since 2022
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KerasPythonTensorFlowPyTorchOpenCVMachine LearningDeep LearningData ScienceComputer VisionNatural Language ProcessingNeural NetworkChatGPTGPT-4Generative ModelArtificial IntelligenceCreatrGlideLazy AI

My name is Ruslan P. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Keras, Python, TensorFlow, PyTorch, OpenCV, etc.. I hold a degree in Master's degree. Some of the notable projects I've worked on include: QueryMinds, Virtual chat friends, Emotion recognition, Voice cloning, Credit Scoring evaluation, etc.. I am based in Kyiv, Ukraine. I've successfully completed 7 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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More than 30 hrs/week
Hourly Rate
$52
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G2Net Gravitational Wave Detection
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

Verified BadgeVerified Expert in Engineering
Timezone: UTC+07:00UTC+07:00
Country: VietnamVietnam
Hanoi
An N. | SoftaimsMember Since 2022
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PyTorchC++OpenCVDeep Learning ModelingTensorFlowNumPyComputer VisionImage ProcessingRaspberry PiPython ScriptLinuxRESTful APIDockerRust

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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Experience
3 years
Availability
Less than 30 hrs/week
Hourly Rate
$30
Rating
Previous Company
Asilla

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