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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 Mykyta H., Full Stack Developer at Softaims
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Mykyta H., Full Stack Developer at Softaims

Mykyta H.

deep-learning

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    UTC-04:00
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    United States
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    Softaims Member Since 2014
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My name is Mykyta H. and I have over 11 years years of experience in the tech industry. I specialize in the following technologies: Python, TypeScript, React, MySQL, WordPress, etc.. I hold a degree in . Some of the notable projects I’ve worked on include: Rapid4 - A dashboard and a web app for radio streaming services, Fanmio - streaming platform & video chat with celebrities, DTS. I am based in Katy, 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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  • Experience11 years
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Profile of Andrii M., Full Stack Developer at Softaims
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Andrii M., Full Stack Developer at Softaims

Andrii M.

deep-learning

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  • Andrii M.
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    UTC+03:00
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    Ukraine
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    Softaims Member Since 2017
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My name is Andrii M. and I have over 8 years years of experience in the tech industry. I specialize in the following technologies: React, node.js, JavaScript, TypeScript, PostgreSQL, etc.. I hold a degree in Master's degree. Some of the notable projects I’ve worked on include: Video interpreting platform - dolmX, Online course platform - We Master, Trivia hosting platform - TriviaRat, Full Stack - Squareshot, FrontEnd - Let's Enhance. I am based in Lviv, Ukraine. 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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  • Experience8 years
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Profile of Sharif A., Full Stack Developer at Softaims
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Sharif A., Full Stack Developer at Softaims

Sharif A.

deep-learning

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    Palestinian Territories
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    Softaims Member Since 2014
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My name is Sharif A. and I have over 11 years years of experience in the tech industry. I specialize in the following technologies: Web Development, PHP, Laravel, vue.js, Nuxt.js, etc.. I hold a degree in Bachelor of Science (BS), Master of Science (MS), Bachelor of Science (BS). Some of the notable projects I’ve worked on include: iSonic Website Platform & Digital Marketing CMS, Wholesale Wheel & Tire Mobile App, Wholesale Wheel & Tire, Gasable — Admin Panel & API, Wholesale Wheel & Tire — Admin Panel, etc.. I am based in Khanyounis - Gazastrip, Palestinian Territories. 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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  • Experience11 years
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Ismail M., Data Scientist at Softaims

Ismail M.

deep-learning

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    Netherlands
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    Softaims Member Since 2020
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My name is Ismail M. and I have over 5 years years of experience in the tech industry. I specialize in the following technologies: TypeScript, JavaScript, HTML5, Angular, React, etc.. I hold a degree in Bachelor of Applied Science (BASc). Some of the notable projects I’ve worked on include: Limbo revolution interactive front-end design, Frontend development Dazzardo, CodingLab - Freelance Platform MvP, Redesign MatheBible into a modern & minimalistic design, Do IT Big. I am based in Utrecht, Netherlands. I've successfully completed 5 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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  • Experience5 years
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Profile of Oybek A., Full Stack Developer at Softaims
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Oybek A., Full Stack Developer at Softaims

Oybek A.

deep-learning

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    UTC+05:00
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    Uzbekistan
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    Softaims Member Since 2021
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My name is Oybek A. and I have over 4 years years of experience in the tech industry. I specialize in the following technologies: React, MERN Stack, HTML, node.js, Full-Stack Development, etc.. I hold a degree in , , . Some of the notable projects I’ve worked on include: Dev Blog – Insights on code, startups, and staying ahead., Artikov Tech - Building the Future of the Web, Cheat Sheets for Developers, Modern Banking Landing Page – HooBank, Memories Full Stack Application, etc.. I am based in Tashkent, Uzbekistan. I've successfully completed 6 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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  • Experience4 years
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Omar A., Full Stack Developer at Softaims

Omar A.

deep-learning

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    Italy
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My name is Omar A. and I have over 8 years years of experience in the tech industry. I specialize in the following technologies: C++, Python, MATLAB, COMSOL Multiphysics, Amazon Web Services, etc.. I hold a degree in Bachelor of Science (BS), Master of Science (MS). Some of the notable projects I’ve worked on include: AAK Tele-Science New Platform MVP - Django & ReactJs Integration, Strategic Overhaul of AAK Architecture – Scalable Microservices, AWS Real-Time Budget Monitoring & IAM Access Control Automation, COMSOL MultiPhysics Simulation (Coplanar Microstrip Transmission Line), AAK Tele-Science MVP & Feature Development - Legacy Elgg Website, etc.. I am based in Santa Maria Maddalena, Italy. I've successfully completed 6 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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  • Experience8 years
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Profile of Hamza S., Frontend Developer at Softaims
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Hamza S., Frontend Developer at Softaims

Hamza S.

deep-learning

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    Portugal
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    Softaims Member Since 2018
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My name is Hamza S. and I have over 7 years years of experience in the tech industry. I specialize in the following technologies: Native App Development, Hybrid App Development, In-App Purchases, Android App Development, iOS, etc.. I hold a degree in Bachelor of Computer Science (BCompSc). Some of the notable projects I’ve worked on include: TripSava : AI Travel Campanion, Pickleball Drills, Burnout Challenge Fitness, Gig Falcon, funcArt, etc.. I am based in Coimbra, Portugal. I've successfully completed 19 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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  • Experience7 years
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Profile of Hong Phat N., Frontend Developer at Softaims
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Hong Phat N., Frontend Developer at Softaims

Hong Phat N.

deep-learning

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    UTC+07:00
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    Vietnam
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    Softaims Member Since 2025
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My name is Hong Phat N. and I have over 2 years years of experience in the tech industry. I specialize in the following technologies: React, Rust, Flutter, TypeScript, vue.js, etc.. I hold a degree in Bachelor of Applied Science (BASc). Some of the notable projects I’ve worked on include: Top 1 JavaScript Coder - NAVER UP Coding Challenge 2023, GitHub Profile, LeetCode Profile, Personal Web Portfolio, Local Desktop. I am based in Ho Chi Minh City, Vietnam. I've successfully completed 5 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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  • Experience2 years
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Profile of Robert H., Full Stack Developer at Softaims
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Robert H., Full Stack Developer at Softaims

Robert H.

deep-learning

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    Netherlands
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    Softaims Member Since 2011
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My name is Robert H. and I have over 14 years years of experience in the tech industry. I specialize in the following technologies: Ruby on Rails, PostgreSQL, Ruby, API Integration, API Development, etc.. Some of the notable projects I’ve worked on include: Case study: Integrated management systems (IMS) for Aerospace, Case Study: ResearchGroup – Smarter Work with Custom Software, National Sports Association: a Brave New Production Environment. I am based in Amsterdam, Netherlands. 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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  • Experience14 years
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Profile of Nenad A., Full Stack Developer at Softaims
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Nenad A., Full Stack Developer at Softaims

Nenad A.

deep-learning

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  • Nenad A.
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    UTC+02:00
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    Serbia
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    Softaims Member Since 2025
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My name is Nenad A. and I have over 2 years years of experience in the tech industry. I specialize in the following technologies: Web Application, Android App Development, React, Python, AI App Development, etc.. I hold a degree in Bachelor of Computer Science (BCompSc). Some of the notable projects I’ve worked on include: Hampshire Terrace Dental Website, Be Agile ready, RatedMe. I am based in Obrenovac, Serbia. I've successfully completed 3 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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  • Experience2 years
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