How does transfer learning benefit deep learning projects?

The question is about deep learning

Answer

Transfer learning benefits deep learning projects by leveraging pre-trained models on new but related tasks. It allows developers to use models trained on large datasets, saving time and computational resources. By fine-tuning these models for specific tasks, transfer learning improves performance, especially when limited data is available. This approach is particularly useful in applications like image classification and natural language processing, where acquiring large labeled datasets is challenging and costly.

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Profile of Waleed S., Junior Software Engineer - AI, Machine Learning and Deep Learning Platforms at Softaims
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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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AI Secuirty
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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Safaricom
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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Infobip
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

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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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5 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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Deep Neural NetworkTensorFlowNatural Language ProcessingComputer VisionMachine LearningC++PyTorchDeep LearningPythonMLOpsChatGPTArtificial IntelligenceOCR AlgorithmGenerative Adversarial NetworkGenerative AICodeGeeXAskCodiReplit

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
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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

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Timezone: UTC+02:00UTC+02:00
Country: JordanJordan
Amman
Fahed S. | SoftaimsMember Since 2017
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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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applied science private university
Profile of Anas C., Senior Software Engineer - AI, Machine Learning and Data Science Platforms at Softaims
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Anas C., Senior Software Engineer - AI, Machine Learning and Data Science Platforms at Softaims

Anas C.

deep-learning

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Timezone: UTC+01:00UTC+01:00
Country: MoroccoMorocco
Nador
Anas C. | SoftaimsMember Since 2020
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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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Rex enginnering Group
Profile of Youssef M., Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims
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Softaims
Youssef M., Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims

Youssef M.

deep-learning

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Timezone: UTC+02:00UTC+02:00
Country: EgyptEgypt
Cairo
Youssef M. | SoftaimsMember Since 2022
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Computer VisionDeep LearningOCR SoftwareAI-Enhanced Medical ImagingNLP TokenizationRetrieval Augmented GenerationFastAPIArtificial IntelligenceMachine LearningMachine Learning ModelData MiningComputer EngineeringPyTorchTensorFlowData Preprocessinga0TrickleSoftgen AI

My name is Youssef M. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Computer Vision, Deep Learning, OCR Software, AI-Enhanced Medical Imaging, NLP Tokenization, etc.. I hold a degree in Bachelor of Computer Science (BCompSc), Bachelor's degree. Some of the notable projects I've worked on include: AI-Powered CV Matching Engine MVP, AI Multi-Agent PDF Extraction System for Medical Data Processing, AI Dental Diagnosis: CNN-Based Teeth Classification System, RAG-Powered Nutrition QA System: Intelligent Dietary Assistant, Medical Report Validator using RAG and UMLS Embeddings, etc.. I am based in Cairo, Egypt. I've successfully completed 6 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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3 years
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More than 30 hrs/week
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Cellula Technologies
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

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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 FrameworkRetoolSoftgenCreate

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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3 years
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Debre Tabor University
Profile of Matt P., Senior Software Engineer - AI, Machine Learning and Data Science Platforms at Softaims
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Softaims
Matt P., Senior Software Engineer - AI, Machine Learning and Data Science Platforms at Softaims

Matt P.

deep-learning

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Timezone: UTC-05:00UTC-05:00
Country: United StatesUnited States
Richmond
Matt P. | SoftaimsMember Since 2020
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Artificial IntelligenceModel OptimizationMachine Learning ModelNeural NetworkComputer VisionMachine LearningNatural Language ProcessingData Science ConsultationRecommendation SystemArtificial Neural NetworkTensorFlowDeep LearningNatural Language GenerationFirebase StudioRocket NewKiro

My name is Matt P. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, Model Optimization, Machine Learning Model, Neural Network, Computer Vision, etc.. I hold a degree in Bachelor of Applied Science (BASc). Some of the notable projects I've worked on include: Langgraph Implementation & Refinement for Fortune 500 Company, Building custom RAG chatbots in difficult domains, SOTA Document Processing Accuracy on Resumes & CVs. I am based in Richmond, United States. I've successfully completed 3 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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5 years
Availability
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Hourly Rate
$160
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Width.ai

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