The question is about deep learning
Backpropagation is a key algorithm in deep learning used to train neural networks by adjusting weights based on the error rate obtained from the output. It works by propagating the error backward through the network's layers, updating weights to minimize the loss function. This iterative process continues until the model achieves satisfactory performance. Backpropagation relies on the chain rule of calculus to compute gradients efficiently, enabling the network to learn from data. Despite its effectiveness, it requires careful tuning to avoid issues like vanishing gradients.
By Osama E.
11 years of experience
My name is Osama E. and I have over 11 years of experience in the tech industry. I specialize in the following technologies: Classification, Model Optimization, Logistic Regression, Model Tuning, Deep Learning, etc.. I hold a degree in Bachelor of Science (BS), Master of Science (MS), Doctor of Philosophy (PhD). Some of the notable projects I’ve worked on include: AI MedBox, AFFECT-CX, SitejetAi, Avatar.e Applied, Recur Network, etc.. I am based in Kingston, Canada. I've successfully completed 6 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.
deep-learning
Verified Expert in Engineering
UTC+05:30
India
Member Since 2021
My name is Neha S. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: AI Bot, AI Chatbot, AI Development, AI App Development, AI Agent Development, etc.. I hold a degree in Bachelor of Technology (BTech). Some of the notable projects I've worked on include: FINS – AI-Powered Fish Detector & Marine Species Identifier, Conversational Data Analytics Platform for Instant Business Insights, Oramae: Social App for Filmmakers, Cat Care with AI-Powered Intelligence, DUN- Intelligent Service Discovery & Chatbot Webapp, etc.. I am based in Mohali, India. I've successfully completed 49 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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deep-learning
Verified Expert in EngineeringUTC+02:00FranceMember Since 2022My 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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deep-learning
Verified Expert in EngineeringUTC+02:00CroatiaMember Since 2022My 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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deep-learning
Verified Expert in EngineeringUTC-07:00MexicoMember Since 2023My 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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Verified Expert in EngineeringUTC+05:30IndiaMember Since 2019My name is Vasu G. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: OpenCV, Python, Deep Learning, Keras, Computer Vision, etc.. I hold a degree in Master of Science (MS), Bachelor of Technology (BTech). Some of the notable projects I've worked on include: Neural Style Transfer using TensorFlow, Video Activity Recognition using Python and OpenCV, Convolutional Neural Network Visualizer, Image Classifier - CIFAR10 Dataset, Image Classifier - Street View House Numbers, etc.. I am based in Pathankot, India. 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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deep-learning
Verified Expert in EngineeringUTC+07:00VietnamMember Since 2019My name is Phat V. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: Python, Machine Learning, Time Series Analysis, PyTorch, Computer Vision, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I've worked on include: Improve Question Answer accuracy by 20% for downstream tasks., Complex Hotmail Captcha sovler, Background Removal. I am based in Ho Chi Minh City, Vietnam. I've successfully completed 3 projects while developing at Softaims. I am a dedicated innovator who constantly explores and integrates emerging technologies to give projects a competitive edge. I possess a forward-thinking mindset, always evaluating new tools and methodologies to optimize development workflows and enhance application capabilities. Staying ahead of the curve is my default setting. At Softaims, I apply this innovative spirit to solve legacy system challenges and build greenfield solutions that define new industry standards. My commitment is to deliver cutting-edge solutions that are both reliable and groundbreaking. My professional drive is fueled by a desire to automate, optimize, and create highly efficient processes. I thrive in dynamic environments where my ability to quickly master and deploy new skills directly impacts project delivery and client satisfaction.
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Verified Expert in EngineeringUTC-05:00United StatesMember Since 2025My name is Michael L. and I have over 0 years of experience in the tech industry. I specialize in the following technologies: Python, Machine Learning, Deep Learning, Artificial Intelligence, Natural Language Processing, etc.. I hold a degree in Bachelor of Architecture (BArch). Some of the notable projects I've worked on include: AI-Powered Retail Support & Sales Chatbot for NutraBio, Fraud Detection Model for FinTech, AI Recruitment Screening & Interview Automation Platform, Intelligent Document Processing for Contracts & Invoices, Predictive Sales Forecasting System for E-Commerce. I am based in Poplarville, United States. I've successfully completed 5 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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deep-learning
Verified Expert in EngineeringUTC+01:00TurkeyMember Since 2021My name is Enes B. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: Python Scikit-Learn, SQL, TensorFlow, Natural Language Processing, Keras, etc.. I hold a degree in Bachelor's degree. Some of the notable projects I've worked on include: Enes Bol's ML Engineering Portfolio, Binary Classification, Garbage Management at Istanbul, Energy Production Forecast, House-Price-Prediction. I am based in Istanbul, Turkey. 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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deep-learning
Verified Expert in EngineeringUTC+05:30IndiaMember Since 2024My name is Meena T. and I have over 1 year of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, Machine Learning, Python, Automation, LangChain, etc.. I hold a degree in Bachelor of Technology (BTech). Some of the notable projects I've worked on include: ChatSonic, WriteSonic, Smodin, Brainsy, Subtlereply. I am based in Surat, India. I've successfully completed 5 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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deep-learning
Verified Expert in EngineeringUTC+05:30IndiaMember Since 2016My name is Madan L. and I have over 9 years of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, Python, Full-Stack Development, Generative AI, Large Language Model, etc.. I hold a degree in Master of Computer Applications (MCA). Some of the notable projects I've worked on include: Various Real Estate webscraping, Ebay Product scraping, Worldwide Restaurants scraping, max7p - Python Developer (Web Scraping Expert), Ruby on Rails Developer (ROR Developer)- Web Scraping Expert, etc.. I am based in Mohali, India. 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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ScaleUp software
Working with Softaims allowed us to quickly onboard highly skilled engineers who integrated seamlessly with our team. The experience was smooth and the results exceeded our expectations.
Ex-VP Engineering at Uber
Softaims made hiring remote developers effortless. The talent matched our requirements perfectly, and collaboration with the team was extremely efficient.
CT0 at EdAider
The Softaims platform gave us access to developers who immediately added value. Their expertise and professionalism made the entire process seamless.
Hello Median
Softaims helped us scale our engineering team quickly. The quality of the developers and the speed of onboarding were impressive.
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