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 Terence B., Lead Software Engineer - Embedded Systems, Machine Learning and Computer Vision at Softaims
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Terence B., Lead Software Engineer - Embedded Systems, Machine Learning and Computer Vision at Softaims

Terence B.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+08:00UTC+08:00
Country: PhilippinesPhilippines
Lapu-Lapu
Terence B. | SoftaimsMember Since 2005
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CFirmwareReal-Time Operating SystemEmbedded SystemEmbedded CJavaScriptC++PythonComputer VisionBluetooth LEFirmware ProgrammingJ2EEOCR AlgorithmMachine LearningJava

My name is Terence B. and I have over 20 years of experience in the tech industry. I specialize in the following technologies: C, Firmware, Real-Time Operating System, Embedded System, Embedded C, etc.. I hold a degree in . Some of the notable projects I’ve worked on include: Climate Cultivation Automation Hardware Design, PCB and Firmware, FMS MiniPro Hardware Design, PCB and Firmware, FMS Multipro PCB and Firmware, Brilliant Seal Project, Tax Analyzer Express, etc.. I am based in Lapu-Lapu, Philippines. I've successfully completed 10 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
1 Year
Availability
Full-time
Hourly Rate
$25
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Previous Company
IBM Philippines
Profile of Vivek P., Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims
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Softaims
Vivek P., Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims

Vivek P.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: AustriaAustria
Linz
Vivek P. | SoftaimsMember Since 2025
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Machine LearningArtificial IntelligenceComputer VisionPythonImage ProcessingYOLOOpenCVPython ScriptPython Scikit-LearnPyTorchTensorFlowDeep LearningObject Detection & TrackingImage ClassificationWeb ScrapingBASE44CursorWindsurf

My name is Vivek P. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Machine Learning, Artificial Intelligence, Computer Vision, Python, Image Processing, etc.. I hold a degree in Master of Science (MS), Bachelor of Technology (BTech), Bachelor's degree. Some of the notable projects I’ve worked on include: Project Planning Genie, Heart Attack Predictor End.2-End ML, Yoga Pose Estimation with YOLO, 🧾 Invoice Data Extraction Using OCR, chest-x-ray-diagnosis using DenseNet, etc.. I am based in Linz, Austria. I've successfully completed 12 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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Experience
2 years
Availability
Full-time
Hourly Rate
$40
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Previous Company
DeepSpace
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

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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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Experience
2 years
Availability
Full-time
Hourly Rate
$45
Rating
Previous Company
IBM Canada
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

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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
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BUAWEI
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

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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 Vlad-Andrei T., Senior Software Engineer - Python, Machine Learning and Computer Vision at Softaims
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Vlad-Andrei T., Senior Software Engineer - Python, Machine Learning and Computer Vision at Softaims

Vlad-Andrei T.

computer-vision

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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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4 years
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Less than 30 hrs/week
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$30
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DataAnnotation
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

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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
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Requestum
Profile of Antonio L., Software Engineer - AI, Computer Vision and Deep Learning Platforms at Softaims
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Softaims
Antonio L., Software Engineer - AI, Computer Vision and Deep Learning Platforms at Softaims

Antonio L.

computer-vision

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Timezone: UTC-07:00UTC-07:00
Country: MexicoMexico
Tijuana
Antonio L. | SoftaimsMember Since 2023
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Computer VisionObject DetectionObject Detection & TrackingImage ProcessingArtificial IntelligenceSoftware DevelopmentData AnnotationBusiness PlanAlgorithm DevelopmentYOLOPyTorchTensorFlowDeep LearningMachine LearningasimEZsitedev fun

My 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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Experience
2 years
Availability
More than 30 hrs/week
Hourly Rate
$45
Rating
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Nola
Profile of KAVEH S., Software Engineer - AI, Robotics and Computer Vision Platforms at Softaims
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Softaims
KAVEH S., Software Engineer - AI, Robotics and Computer Vision Platforms at Softaims

KAVEH S.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+03:00UTC+03:00
Country: TurkeyTurkey
Denizli
KAVEH S. | SoftaimsMember Since 2022
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Computer VisionMachine Learning AlgorithmPythonImage ProcessingNVIDIA JetsonObject TrackingRoboticsArtificial IntelligenceRobot Operating SystemDockerAltium DesignerSTM32ESP32Raspberry PiEngineering SimulationOpenAI CodexAiderZed AI

My name is KAVEH S. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Computer Vision, Machine Learning Algorithm, Python, Image Processing, NVIDIA Jetson, etc.. I hold a degree in Master of Science (MS), Bachelor of Science (BS). Some of the notable projects I’ve worked on include: Simulation of a Mobile Robot for Navigating and 3D Mapping, Live Object Tracking with Pan-Tilt Mechanism, Auto Balance System, IOT Zigbee/BLE Module - STM32WB55, Smart Plug - ESP32C6. I am based in Denizli, Turkey. I've successfully completed 5 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
3 years
Availability
Full-time
Hourly Rate
$25
Rating
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ASELSAN
Profile of Houssem B., Junior Software Engineer - AI, Machine Learning and Data Platforms at Softaims
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Softaims
Houssem B., Junior Software Engineer - AI, Machine Learning and Data Platforms at Softaims

Houssem B.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+01:00UTC+01:00
Country: TunisiaTunisia
Nabeul
Houssem B. | SoftaimsMember Since 2024
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Machine LearningDeep LearningComputer VisionData AnalysisNatural Language ProcessingPythonTensorFlowPyTorchData PreprocessingModel OptimizationArtificial IntelligenceBig DataImage ProcessingPredictive AnalyticsTransfer Learningv0BASE44Cursor

My name is Houssem B. and I have over 1 year of experience in the tech industry. I specialize in the following technologies: Machine Learning, Deep Learning, Computer Vision, Data Analysis, Natural Language Processing, etc.. I hold a degree in Bachelor of Engineering (BEng), Bachelor of Computer Science (BCompSc), , Master's degree. Some of the notable projects I've worked on include: AI-Optimized Electrical Grid Placement, Panoramic Dental X-ray Analysis Model, Medical Imaging Deep Learning Framework, AI-Powered Car Damage Assessment, AI-Powered Citrus Disease Classification, etc.. I am based in Nabeul, Tunisia. I've successfully completed 7 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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Experience
1 year
Availability
More than 30 hrs/week
Hourly Rate
$35
Rating
Previous Company
École de Technologie Supérieure

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