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 Gaber Y., Senior Software Engineer - AI, Machine Learning and Deep Learning Platforms at Softaims
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Softaims
Gaber Y., Senior Software Engineer - AI, Machine Learning and Deep Learning Platforms at Softaims

Gaber Y.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+03:00UTC+03:00
Country: EgyptEgypt
Cairo
Gaber Y. | SoftaimsMember Since 2019
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Deep Neural NetworkTensorFlowNatural Language ProcessingComputer VisionMachine LearningC++PyTorchDeep LearningPythonMLOpsChatGPTArtificial IntelligenceOCR AlgorithmGenerative Adversarial NetworkGenerative AI

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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6 years
Availability
More than 30 hrs/week
Hourly Rate
$100
Rating
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Rosalyn.ai
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
Availability
More than 30 hrs/week
Hourly Rate
$90
Rating
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Musiversal
Profile of Antonio L., Software Engineer - AI, Computer Vision and Deep Learning Platforms at Softaims
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Softaims
Antonio L., Software Engineer - AI, Computer Vision and Deep Learning Platforms at Softaims

Antonio L.

deep-learning

Verified BadgeVerified Expert in Engineering
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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Experience
2 years
Availability
More than 30 hrs/week
Hourly Rate
$45
Rating
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Nola
Profile of Youcef O., Senior Software Engineer - AI, Deep Learning and AI Platforms at Softaims
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Softaims
Youcef O., Senior Software Engineer - AI, Deep Learning and AI Platforms at Softaims

Youcef O.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+01:00UTC+01:00
Country: AlgeriaAlgeria
El Harrach
Youcef O. | SoftaimsMember Since 2020
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PyTorchDeep LearningTensorFlowComputer VisionOpenCVRetrieval Augmented GenerationOpenAI APIAI Agent DevelopmentAI ChatbotLLM PromptLLM Prompt EngineeringOpenAI EmbeddingsResearch & DevelopmentPythonClaude 3.5 Sonnet

My name is Youcef O. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: PyTorch, Deep Learning, TensorFlow, Computer Vision, OpenCV, etc.. I hold a degree in Master's degree. Some of the notable projects I've worked on include: Efficient object detection for edge devices., Medical image Analysis, Multimodal biometric database collection, Data analytics for profit optimization, Research paper, etc.. I am based in El Harrach, Algeria. I've successfully completed 11 projects while developing at Softaims. I possess comprehensive technical expertise across the entire solution lifecycle, from user interfaces and information management to system architecture and deployment pipelines. This end-to-end perspective allows me to build solutions that are harmonious and efficient across all functional layers. I excel at managing technical health and ensuring that every component of the system adheres to the highest standards of performance and security. Working at Softaims, I ensure that integration is seamless and the overall architecture is sound and well-defined. My commitment is to taking full ownership of project delivery, moving quickly and decisively to resolve issues and deliver high-quality features that meet or exceed the client's commercial objectives.

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Experience
5 years
Availability
More than 30 hrs/week
Hourly Rate
$35
Rating
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Ecole Nationale Polytechnique (ENP) - Algeria
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 LearningLLM

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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Experience
3 years
Availability
Full-time
Hourly Rate
$30
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Infobip
Profile of Nigel J., Senior Software Engineer - AI, Cloud and Mobile Platforms at Softaims
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Softaims
Nigel J., Senior Software Engineer - AI, Cloud and Mobile Platforms at Softaims

Nigel J.

deep-learning

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Timezone: UTC (Coordinated Universal Time)UTC (Coordinated Universal Time)
Country: GrenadaGrenada
St George's
Nigel J. | SoftaimsMember Since 2020
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Google AutoMLMachine LearningNatural Language ProcessingMachine Learning ModelDeep LearningImage ProcessingMobile App DevelopmentReal Time Stream ProcessingData AnalysisSmartphoneWeb ApplicationGoogle Cloud PlatformOCR AlgorithmAndroidAPI

My name is Nigel J. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: Google AutoML, Machine Learning, Natural Language Processing, Machine Learning Model, Deep Learning, etc.. I hold a degree in . Some of the notable projects I've worked on include: Dialogue scrapper using Python, Stock Candle Stick Pattern Recognition, Bank Document /ID card recognition, Deep camera and Deep learning, Stock price prediction and extracting open/close points from screen., etc.. I am based in St George's, Grenada. 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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5 years
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More than 30 hrs/week
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$30
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Upwork
Profile of Riyan Sthefanus N., Senior Backend Engineer - Python, SQL and Data Engineering at Softaims
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Softaims
Riyan Sthefanus N., Senior Backend Engineer - Python, SQL and Data Engineering at Softaims

Riyan Sthefanus N.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+07:00UTC+07:00
Country: IndonesiaIndonesia
Bekasi Barat
Riyan Sthefanus N. | SoftaimsMember Since 2019
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PythonSQLData EngineeringMachine LearningComputer VisionNatural Language ProcessingData ScienceDeep LearningTime Series ForecastingNoSQL DatabaseBig DataETLData WarehousingData AnalysisCloud Computing

My name is Riyan Sthefanus N. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: Python, SQL, Data Engineering, Machine Learning, Computer Vision, etc.. I hold a degree in Bachelor of Computer Science (BCompSc). Some of the notable projects I’ve worked on include: Bank Marketing End-to-End Data Pipeline, Customer & Target Market segmentation, Sentiment Analysis of Review, TensorFlow Developer Certificate (Expired). I am based in Bekasi Barat, Indonesia. I've successfully completed 4 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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Experience
6 years
Availability
Full-time
Hourly Rate
$30
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Traveloka
Profile of Anum S., Junior Software Engineer - AI, Web and General Development at Softaims
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Softaims
Anum S., Junior Software Engineer - AI, Web and General Development at Softaims

Anum S.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC-04:00UTC-04:00
Country: United StatesUnited States
Aventura
Anum S. | SoftaimsMember Since 2025
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PythonMachine LearningPyTorchTensorFlowDjangoNatural Language ProcessingDeep LearningChatbot DevelopmentWeb DevelopmentAPIArtificial IntelligenceLangChainAI App DevelopmentAI Chatbot

My name is Anum S. and I have over 0 years of experience in the tech industry. I specialize in the following technologies: Python, Machine Learning, PyTorch, TensorFlow, Django, etc.. I hold a degree in Bachelor of Applied Science (BASc), Master of Computer Applications (MCA). Some of the notable projects I've worked on include: YOLO Arena – Real-Time Object Detection Demo, Wan2.1 – AI-Powered Text & Image to Video Generator, FLUX.1 RealismLora – Text-to-Image AI Generator, Graph Mind – Text-to-Mindmap Knowledge Visualizer. I am based in Aventura, United States. I've successfully completed 4 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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Experience
1 Year
Availability
More than 30 hrs/week
Hourly Rate
$50
Rating
Previous Company
Jagex
Profile of Anas C., Senior Software Engineer - AI, Machine Learning and Data Science Platforms at Softaims
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Softaims
Anas C., Senior Software Engineer - AI, Machine Learning and Data Science Platforms at Softaims

Anas C.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+01:00UTC+01:00
Country: MoroccoMorocco
Nador
Anas C. | SoftaimsMember Since 2020
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Data SciencePythonComputer VisionMachine LearningDeep LearningComputer ScienceLarge Language ModelRetrieval Augmented GenerationAI Agent DevelopmentLangChainn8nNotebookLMLLM

My name is Anas C. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: Data Science, Python, Computer Vision, Machine Learning, Deep Learning, etc.. I hold a degree in Doctor of Philosophy (PhD), Master of Computer Science (MSCS), Master of Computer Science (MSCS), Bachelor of Computer Science (BCompSc), High school degree. Some of the notable projects I've worked on include: AI Agentic with Rag app, Build MultiModal RAG (Images, Text, Charts, etc), Building Rag system with Streamlit demo. Support all LLMs model., DeepSeek Janus Text to image generation and understanding app, LLM All-in-one, etc.. I am based in Nador, Morocco. I've successfully completed 21 projects while developing at Softaims. Information integrity and application security are my highest priorities in development. I implement robust validation, encryption, and authorization mechanisms to protect sensitive data and ensure compliance. I am experienced in identifying and mitigating common security vulnerabilities in both new and existing applications. My work methodology involves rigorous testing—at the unit, integration, and security levels—to guarantee the stability and trustworthiness of the solutions I build. At Softaims, this dedication to security forms the basis for client trust and platform reliability. I consistently monitor and improve system performance, utilizing metrics to drive optimization efforts. I'm motivated by the challenge of creating ultra-reliable systems that safeguard client assets and user data.

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Experience
5 years
Availability
As Needed - Open to Offers
Hourly Rate
$30
Rating
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Rex enginnering Group
Profile of Marcelo O., Lead Software Engineer - AI, Cloud and Machine Learning Platforms at Softaims
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Softaims
Marcelo O., Lead Software Engineer - AI, Cloud and Machine Learning Platforms at Softaims

Marcelo O.

deep-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC-03:00UTC-03:00
Country: UruguayUruguay
Montevideo
Marcelo O. | SoftaimsMember Since 2015
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Artificial IntelligenceMachine LearningDeep LearningNatural Language ProcessingComputer VisionYOLOOpenCVPyTorchTensorFlowAmazon SageMakerImage RecognitionData EngineeringETL PipelineApache KafkaMachine Learning Model

My name is Marcelo O. and I have over 10 years of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, etc.. I hold a degree in Engineer's degree, Bachelor of Computer Science (BCompSc). Some of the notable projects I've worked on include: Powering Project Success with Data Engineering, Automating Sports Data Collection with AI, Object detection, segmentation and tracking for warehouse management, Hand gesture recognition in sign language, Pose detection for a real-life swimming pool game. I am based in Montevideo, Uruguay. I've successfully completed 5 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
More than 30 hrs/week
Hourly Rate
$60
Rating
Previous Company
eidos.ai

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