What skills are essential for a career in computer vision?

The question is about computer vision

Answer

A career in computer vision requires a strong foundation in mathematics, particularly in areas like linear algebra, calculus, and statistics. Proficiency in programming languages such as Python and C++ is essential, as these are commonly used for developing algorithms and models. Knowledge of machine learning and deep learning frameworks, like TensorFlow and PyTorch, is crucial for building and training models. Additionally, familiarity with image processing techniques and tools, as well as experience with large datasets, is important for developing effective computer vision solutions.

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Profile of Dmitriy K., Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims
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Dmitriy K., Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims

Dmitriy K.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: UkraineUkraine
Kharkiv
Dmitriy K. | SoftaimsMember Since 2022
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Computer VisionTensorFlowOpenCVDeep LearningKerasPythonMachine LearningMatplotlibPySparkSeabornArtificial Neural NetworkConvolutional Neural NetworkArtificial IntelligencePyTorchSciPyAnythingDevinVibeCode

My name is Dmitriy K. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Computer Vision, TensorFlow, OpenCV, Deep Learning, Keras, etc.. I hold a degree in Master of Computer Science (MSCS). Some of the notable projects I've worked on include: AI-powered Football Game Action Video Analysis Platform, Casino Real-Time Game Analysis Module, AI-powered Parking Surveillance Solution, AI-powered Tennis Video Analysis System, Real-Time Exercises Quality Evaluation, etc.. I am based in Kharkiv, Ukraine. I've successfully completed 8 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
3 years
Availability
More than 30 hrs/week
Hourly Rate
$70
Rating
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Requestum
Profile of An N., Software Engineer - AI, Backend and Computer Vision at Softaims
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Softaims
An N., Software Engineer - AI, Backend and Computer Vision at Softaims

An N.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+07:00UTC+07:00
Country: VietnamVietnam
Hanoi
An N. | SoftaimsMember Since 2022
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PyTorchC++OpenCVDeep Learning ModelingTensorFlowNumPyComputer VisionImage ProcessingRaspberry PiPython ScriptLinuxRESTful APIDockerRust

My name is An N. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: PyTorch, C++, OpenCV, Deep Learning Modeling, TensorFlow, etc.. I hold a degree in Bachelor's degree. Some of the notable projects I've worked on include: Object detection, Face generation, Image Colorization. I am based in Hanoi, Vietnam. I've successfully completed 3 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
3 years
Availability
Less than 30 hrs/week
Hourly Rate
$30
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Asilla
Profile of Matthew M., Software Engineer - Machine Learning, Computer Vision and Security Platforms at Softaims
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Softaims
Matthew M., Software Engineer - Machine Learning, Computer Vision and Security Platforms at Softaims

Matthew M.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC-02:30UTC-02:30
Country: CanadaCanada
Stillwater Lake
Matthew M. | SoftaimsMember Since 2025
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CReverse EngineeringAssembly LanguageMachine LearningComputer VisionVerilogCUDACircuit DesignSecurity AnalysisC++C#PythonImage ProcessingCryptographyKernel

My name is Matthew M. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Reverse Engineering, Assembly Language, Machine Learning, Computer Vision, Verilog, etc.. I hold a degree in Bachelor's degree, Master of Computer Science (MSCS). Some of the notable projects I’ve worked on include: Niftotrack: Sub-mm 3D Tracking For Medical and Aerospace Training, Aerospace MR: Rear Crew Mission Trainer, IMAGEamigo.com, AUDIOchum.com, Mars Escape: Mixed Reality, etc.. I am based in Stillwater Lake, Canada. I've successfully completed 9 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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2 years
Availability
Full-time
Hourly Rate
$45
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IBM Canada
Profile of Vlad-Andrei T., Senior Software Engineer - Python, Machine Learning and Computer Vision at Softaims
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Softaims
Vlad-Andrei T., Senior Software Engineer - Python, Machine Learning and Computer Vision at Softaims

Vlad-Andrei T.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: RomaniaRomania
Timisoara
Vlad-Andrei T. | SoftaimsMember Since 2021
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PythonOpenCVTensorFlowRaspberry PiJavaC++Machine LearningComputer VisionLinuxUnixDeep Neural Network

My name is Vlad-Andrei T. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: Python, OpenCV, TensorFlow, Raspberry Pi, Java, etc.. I hold a degree in Bachelor of Computer Science (BCompSc), . Some of the notable projects I've worked on include: Podcast Clip Extractor, DOCScan, Emotion Recognizer, Hand tracking Projects, eBon, etc.. I am based in Timisoara, Romania. 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.

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Experience
4 years
Availability
Less than 30 hrs/week
Hourly Rate
$30
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DataAnnotation
Profile of Mostafa  M., Junior Software Engineer - AI, Computer Vision and Data Science at Softaims
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Softaims
Mostafa M., Junior Software Engineer - AI, Computer Vision and Data Science at Softaims

Mostafa M.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+03:00UTC+03:00
Country: EgyptEgypt
Cairo
Mostafa  M. | SoftaimsMember Since 2024
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Computer VisionDeep LearningMachine Learning AlgorithmDeep Neural NetworkConvolutional Neural NetworkTesseract OCRObject Detection & TrackingArtificial IntelligenceData ScienceFacial RecognitionFace DetectionPyTorchOpenCVHeybossasimEZsite

My name is Mostafa M. and I have over 1 year of experience in the tech industry. I specialize in the following technologies: Computer Vision, Deep Learning, Machine Learning Algorithm, Deep Neural Network, Convolutional Neural Network, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I've worked on include: Build and Deploy AI Models on Orange Pi for Real Time Applications, High Resolution Image Processing 500MB Image with Incredible Detail, Football Player Tracking, Customer Segments, License Plate Recognition. I am based in Cairo, Egypt. 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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Experience
1 year
Availability
As Needed - Open to Offers
Hourly Rate
$25
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Digital Hub
Profile of Mohamed A., Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims
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Mohamed A., Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims

Mohamed A.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: EgyptEgypt
Asyut
Mohamed A. | SoftaimsMember Since 2022
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OpenCVPythonPyTorchReinforcement LearningMachine LearningComputer VisionNatural Language ProcessingDeep Neural NetworkChatGPTTelegram APILarge Language ModelObject Detection & TrackingLLM

My name is Mohamed A. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: OpenCV, Python, PyTorch, Reinforcement Learning, Machine Learning, etc.. I hold a degree in Bachelor of Computer Science (BCompSc), Master's degree. Some of the notable projects I've worked on include: Advanced Facial Recognition and Analysis, Real-time Traffic Violation Detection System, Advanced Object Detection System, Sport analysis system, Hierarchal CNN model, etc.. I am based in Asyut, Egypt. 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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3 years
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More than 30 hrs/week
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$30
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Edge vision
Profile of Nader E., Senior Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims
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Nader E., Senior Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims

Nader E.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: AustriaAustria
Vienna
Nader E. | SoftaimsMember Since 2019
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Computer VisionTensorFlowDeep LearningPyTorchpandasPythonC++OpenCVNeural NetworkPython Scikit-LearnMachine LearningSQLArtificial IntelligenceOCR SoftwareOptical Character RecognitionOCR AlgorithmCursorWindsurfFirebase Studio

My name is Nader E. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: Computer Vision, TensorFlow, Deep Learning, PyTorch, pandas, etc.. I hold a degree in Bachelor of Science (BS), Master of Science (MS), . Some of the notable projects I've worked on include: Violence Detection, Cold Symptoms Recognition, My Publication at ICML 2019. I am based in Vienna, Austria. I've successfully completed 3 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
6 years
Availability
As Needed - Open to Offers
Hourly Rate
$40
Rating
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Anyline GmbH
Profile of Jakub P., Lead Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims
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Softaims
Jakub P., Lead Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims

Jakub P.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+01:00UTC+01:00
Country: GermanyGermany
Kaiserslautern
Jakub P. | SoftaimsMember Since 2017
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PythonComputer VisionMachine Learning ModelOpenCVPyTorchMachine LearningDeep LearningArtificial Neural NetworkGenerative ModelLangChainRetrieval Augmented GenerationTransformer ModelChatGPTChatbotStable Diffusion

My name is Jakub P. and I have over 8 years of experience in the tech industry. I specialize in the following technologies: Python, Computer Vision, Machine Learning Model, OpenCV, PyTorch, 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: AtmaFlow - Tailored guided meditations with genAI, Advanced Multi-Agent for Finance Research, Matching Emojis to Arbitrary Selfies, Large scale image extraction from PDFs. I am based in Kaiserslautern, Germany. 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
8 years
Availability
Less than 30 hrs/week
Hourly Rate
$120
Rating
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Technical University Kaiserslautern
Profile of Vadym S., Lead Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims
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Softaims
Vadym S., Lead Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims

Vadym S.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: UkraineUkraine
Kharkiv
Vadym S. | SoftaimsMember Since 2018
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Machine LearningComputer VisionDeep LearningTensorFlowPythonOpenCVImage ProcessingArtificial IntelligenceData ScienceNeural NetworkVideo ProcessingObject DetectionModel OptimizationImage SegmentationObject Detection & TrackingKiroRorkAnything

My name is Vadym S. and I have over 7 years of experience in the tech industry. I specialize in the following technologies: Machine Learning, Computer Vision, Deep Learning, TensorFlow, Python, etc.. I hold a degree in Doctor of Philosophy (PhD), Master of Science (MS). Some of the notable projects I've worked on include: Computer Vision, Computer Vision, Computer Vision, Computer Vision, Computer Vision, etc.. I am based in Kharkiv, Ukraine. I've successfully completed 19 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
7 years
Availability
More than 30 hrs/week
Hourly Rate
$95
Rating
Previous Company
Requestum
Profile of Balyogi Mohan D., Senior Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims
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Softaims
Balyogi Mohan D., Senior Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims

Balyogi Mohan D.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+01:00UTC+01:00
Country: FranceFrance
Lille
Balyogi Mohan D. | SoftaimsMember Since 2021
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Computer VisionLarge Language ModelMachine LearningDiffusion ModelYOLOImage SegmentationAnomaly DetectionAI-Generated ImageLoRaLLM

My name is Balyogi Mohan D. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: Computer Vision, Large Language Model, Machine Learning, Diffusion Model, YOLO, etc.. I hold a degree in , Doctor of Philosophy (PhD). Some of the notable projects I've worked on include: LLaMA Fine-Tuning Pipeline with PyTorch, RAG application using Open-source LLM, Industrial Anomaly Detection with Computer Vision, YouTube Channel focused on AI and Machine Learning, Building a Real-Time Image Classifier with Streamlit and PyTorch, etc.. I am based in Lille, France. I've successfully completed 7 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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Experience
4 years
Availability
As Needed - Open to Offers
Hourly Rate
$30
Rating
Previous Company
BUAWEI

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