The question is about deep learning
Regularization in deep learning is a technique used to prevent overfitting, where models perform well on training data but poorly on new, unseen data. Regularization methods, such as L1 and L2 regularization, add a penalty term to the loss function, discouraging overly complex models. Dropout is another regularization technique where random neurons are ignored during training, promoting redundancy and robustness. By controlling model complexity, regularization enhances generalization, leading to more reliable and accurate predictions.
deep-learning
Verified Expert in Engineering
My name is Evangelos C. and I have over 3 years years of experience in the tech industry. I specialize in the following technologies: React, MongoDB, CSS 3, node.js, ExpressJS, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I’ve worked on include: PayHive, Pet Pal, My personal website. I am based in Whitworth, United Kingdom. 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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deep-learning
Verified Expert in EngineeringMy name is Yasin U. and I have over 7 years years of experience in the tech industry. I specialize in the following technologies: Hybrid App Development, iOS Development, Firebase, React Native, TypeScript, etc.. I hold a degree in , Master's degree. Some of the notable projects I’ve worked on include: Davinci App(AI - Photo generater), BetBoard, EarthSnap, Foresight, Nationale Spiele Berlin, etc.. I am based in Istanbul, Turkey. 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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deep-learning
Verified Expert in EngineeringMy name is Fazle Ryan C. and I have over 13 years years of experience in the tech industry. I specialize in the following technologies: PHP, JavaScript, node.js, vue.js, React, etc.. I hold a degree in Other, Bachelor's degree, Other, High school degree. Some of the notable projects I’ve worked on include: Godzilla Labs - React 18 + Vite + Tailwind (TypeScript), Product Feedback Tool, Deep Thoughts — MERN + GraphQL social app, Shop-Shop- MERN eCommerce with GraphQL, Stripe, PWA, WiseJobs - Laravel Job Portal (Clean Architecture), etc.. I am based in Toronto, Canada. I've successfully completed 32 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 EngineeringMy name is Bohdan Y. and I have over 2 years years of experience in the tech industry. I specialize in the following technologies: React Native, React, Mobile App Development, Next.js, node.js, 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: Reveel \ React Native, Google Maps API, Redux, Firebase, Expo, AI Assistant Platform \ React, Tailwind CSS, Zustand, TypeScript, Logistics \ React Native, Google Maps API, MapView, Redux, Firebase, Management System \ Next, Tailwind CSS, Zustand, Material UI, Delivery Tracking \ React, Material UI, Zustand, Axios, TypeScript, etc.. I am based in Drohobych, Ukraine. I've successfully completed 16 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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deep-learning
Verified Expert in EngineeringMy name is Juan V. and I have over 8 years years of experience in the tech industry. I specialize in the following technologies: node.js, React, CSS, JavaScript, HTML, etc.. Some of the notable projects I’ve worked on include: Compliance Dashboard, eHealth Insurance Marketplace, Diffblue AI. I am based in Wake Forest, United States. I've successfully completed 3 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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deep-learning
Verified Expert in EngineeringMy name is Nazariy K. and I have over 2 years years of experience in the tech industry. I specialize in the following technologies: Web Development, Web Application, App Development, JavaScript, TypeScript, etc.. I hold a degree in Master of Computer Applications (MCA), Bachelor of Applied Science (BASc). Some of the notable projects I’ve worked on include: Medicus.ai - Ai-powered application for health management - AI-powered, MediaCMS - Video & Media CMS - Modern fully featured media CMS, BambooData - Data Analysis Dashboard, Emily Resort - Hotel&Spa - New modern multifunctional resort, Macron - eCommerce - Sportswear, etc.. I am based in Lviv, Ukraine. I've successfully completed 13 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 EngineeringMy name is Egide N. and I have over 5 years years of experience in the tech industry. I specialize in the following technologies: Python, FastAPI, Flask, Django, DevOps, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I’ve worked on include: Function Health, Diagnostics Platform, Fantasy Playpostseason. I am based in Kigali, Rwanda. I've successfully completed 3 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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Verified Expert in EngineeringMy name is Waqar Ali s. and I have over 14 years years of experience in the tech industry. I specialize in the following technologies: node.js, SQL, AngularJS, Java, MongoDB, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I’ve worked on include: Welcome to STEWA Touristik - your tour operator in the Rhine-Main area, Kiidu let you find and book a nanny for your beloved family, Developer Robot, Event House, Appointment Scheduler, etc.. I am based in Stockholm, Sweden. I've successfully completed 6 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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Verified Expert in EngineeringMy name is Artem Z. and I have over 3 years years of experience in the tech industry. I specialize in the following technologies: JavaScript, React, TypeScript, Next.js, ExpressJS, etc.. I hold a degree in Bachelor's degree, Bachelor's degree. Some of the notable projects I’ve worked on include: Next.js crypto certificate generator, Cars Listing Website, 3d sphere, Portfolio, Coat of arms of Ukraine, etc.. I am based in Kyiv, Ukraine. 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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deep-learning
Verified Expert in EngineeringMy name is Prince E. and I have over 5 years years of experience in the tech industry. I specialize in the following technologies: Next.js, Supabase, React, Python, Flutter, etc.. I hold a degree in Bachelor of Computer Science (BCompSc). Some of the notable projects I’ve worked on include: Next.js & Tailwind Responsive Website, WordPress Website, Shopify Store Development, Non-Profit WordPress Website, Prototyping, etc.. I am based in Luanshya, Zambia. I've successfully completed 6 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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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.
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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.
