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Computer Vision Engineer | AI Data Annotation | Image & Video Labeling | AI/ML/CV Datasets Looking for accurate AI training datasets to improve your AI and Computer Vision models? I help businesses, AI startups, and research teams build high-quality AI datasets through manual, precise Data Annotation, Image Labeling, Video Annotation, Medical Imaging, Medical Image Annotation. My focus is on delivering consistent, production-ready annotations that maximize model accuracy and reduce training errors. I will help you create datasets for real-world applications such as machine learning, Medical Imaging, Healthcare, Medical Image Annotations, computer vision, object detection, Object Tracking, Pose Estimation, semantic segmentation, Image Recognition, and Facial Recognition. Medical Images annotations for MRI, CT Scan, X-Ray, Ultrasound, Histopathology, Retinal, DICOM, and Radiology images. My Services 🗸 Object Detection (Bounding Boxes) 🗸 Semantic Segmentation Masks & Instance Segmentation 🗸 Polygon Annotation & Polyline Annotation 🗸 Video Annotation 🗸 Pose Estimation & Keypoint Annotation 🗸 Medical Image Annotation (MRI, CT, X-Ray, Ultrasound, DICOM, Histopathology) 🗸 LiDAR & 3D Point Cloud Annotation 🗸 Text Annotation, NLP & LLM Data Labeling 🗸 Dataset Validation & Quality Assurance (QA) Annotation Tools 🗸 CVAT • Label Studio • Labelbox • Roboflow • Supervisely • V7 Darwin • LabelImg • MakeSense.ai • VIA Supported Formats 🗸 YOLO • COCO • Pascal VOC • JSON • XML • Segmentation Masks • DICOM • TensorFlow TFRecord • Custom Formats Industries 🗸 Autonomous Driving (ADAS) • Healthcare & Medical Imaging • Retail • Agriculture • Satellite & Aerial Imagery • Robotics • Security & Surveillance Why Work With Me? 🗸 100% Manual & High-Quality Annotation 🗸 Consistent Labeling for Large-Scale Datasets 🗸 Pixel-Accurate Segmentation Masks 🗸 Strong QA Process with Attention to Detail 🗸 Reliable Communication & Long-Term Collaboration Whether you need Computer Vision datasets, Image Annotation, Video Labeling, Semantic Segmentation, Medical Image Labeling, or AI Training Data Preparation, I'm committed to delivering accurate, scalable, and model-ready datasets that help your AI solutions perform at their best. I don't just label data — I deliver production-ready data annotation and image annotation datasets that give your AI and computer vision models a real competitive edge. Message me today for a free consultation to discuss your data labeling, semantic segmentation, object detection, or video annotation needs. Let's build something powerful together.

I am a full-stack Python, C++ AI/ML/ Computer vision / 3d reconstruction developer ✅ Top Rated PLUS Upwork Freelancer ✅ 15000+ hours worked ✅ 120+ Jobs Completed ✅ $300k+ earned Computer Vision and Machine learning - Computer Vision | Machine learning OpenCV,PCL,ROS,Detectron,YOLO, VTK, Intel Realsense, Zed camera, Zivid camera, NLP, Transformers - Computer Vision, Image Processing, OpenCV, OpenGL, MKL, ITK, VTK - Deep Learning, caffe, Tensor flow, Pytorch - YOLO, DETECTRON -Desktop application development using C++/Qt, Python -3d reconstruction, NLP using Matlab,R, Python, OpenCV, OpenGL,CUDA,OpenCL, MKL, ITK, VTK,PCL,ROS,R, Transformers. -Machine and Deep Learning using SVM, KNN, Neural Networks(TensorFlow, Yolo, Detection, Pytorch). -GUI development, sockets. -Stereo Vision and 3d reconstruction. SLAM and SFM algorithms implementation and improvement. -Video/Audio streaming over network using LIBVLC, FFMPEG, GSTREAMER. -Natural language processing using BERT, BART. -Development of technically complex projects and scientific articles. -Generic programming, OOP. -Complex algorithms & data structures.

Your model is only as smart as the person labeling its data! Bad training data is the #1 reason ML projects miss the accuracy targets. Mislabeled frames and skipped edge cases compound into models that fail on real-world inputs. I am Iqra and I treat your annotation guidelines as a contract. My passion for AI is reflected in my role as a Data Annotation Specialist with hands-on CVAT experience labeling images and video for computer vision models. I deliver pixel-accurate bounding boxes, polygons, and segmentation masks that train production-ready AI not "good enough" data that breaks your model in deployment. ✅ WHAT I ANNOTATE IMAGE ANNOTATION — Bounding boxes, polygons & polylines — Semantic & instance segmentation — Object detection & classification labeling — Landmark & keypoint annotation — Image tagging and categorization TEXT ANNOTATION — Named entity recognition (NER) — Sentiment analysis & intent labeling — Text classification & topic tagging AUDIO & VIDEO ANNOTATION — Transcription and speaker diarization — Audio event tagging & classification — Subtitle alignment and timestampin ✅ Tools I work with daily: CVAT • LabelBox • Label Studio • Roboflow • SuperAnnotate • V7 Labs • Amazon SageMaker Ground Truth • Encord ✅Who I work best with: — ML/AI startups building computer vision or NLP products — Companies running ongoing annotation pipelines who need a reliable long-term labeler — Teams doing RLHF or LLM evaluation work ✅How I work: — I start every project by reviewing your guidelines and annotating a small test batch (20-50 items) so you can verify quality before scaling — I document edge cases as I find them and ask clarifying questions in batches — not one-by-one interruptions → I deliver in your preferred format with a short QA summary noting any uncertain labels for your review — I'm available 30+ hours/week and respond to messages within a few hours during my workday. ✅What you actually get when you hire me: — 98%+ annotation accuracy verified through QA review cycles — Edge cases flagged and discussed — not silently guessed at — Consistent labeling logic across large datasets — Fast turnaround on bulk work without quality drop-off in the last 10% Send me your annotation guidelines and a sample batch — I'll return a labeled test set within 24 hours so you can verify accuracy before committing to a larger contract. Looking forward to helping you build training data your model can actually learn from. Iqra Akram

Imagine spending thousands of dollars training an AI model—only to realize the labels were flawed. That’s where I come in. I’m 𝐁𝐞𝐡𝐳𝐚𝐝 𝐀𝐥𝐢 𝐊𝐡𝐚𝐧 and Founder of 𝐒𝐖𝐀𝐓𝐀𝐢, a data annotation and AI development platform trusted by AI startups and enterprises worldwide. With 4+ years of experience and a team of 178+ skilled annotators, I’ve personally led projects that helped train over 100 production-grade AI models from medical image segmentation, agriculture dataset annotations, AI-based electric poles condition monitoring system to autonomous vehicle perception systems. 🌐𝗪𝗵𝘆 𝗖𝗹𝗶𝗲𝗻𝘁𝘀 𝗧𝗿𝘂𝘀𝘁 𝗠𝗲: 𝗣𝗿𝗲𝗰𝗶𝘀𝗶𝗼𝗻-𝗟𝗲𝘃𝗲𝗹 𝗦𝗲𝗴𝗺𝗲𝗻𝘁𝗮𝘁𝗶𝗼𝗻: I specialize in polygonal, pixel-wise and semantic segmentation with an obsessive attention to detail. 𝗔𝗜-𝗔𝘄𝗮𝗿𝗲 𝗔𝗻𝗻𝗼𝘁𝗮𝘁𝗶𝗼𝗻: Unlike generic labelers, I understand the AI pipeline. I don’t just label, I label for performance. Every dataset is annotated with model training, accuracy and edge-case handling in mind. 𝗘𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲-𝗦𝗰𝗮𝗹𝗲 𝗢𝗽𝗲𝗿𝗮𝘁𝗶𝗼𝗻𝘀: Delivered $500,000+ worth of labeled data to top AI companies (like Moonvalley, SaharLabs etc) with proven systems for scalability, security and deadlines. 𝗖𝘂𝘀𝘁𝗼𝗺 𝗧𝗼𝗼𝗹𝘀, 𝗥𝗲𝗮𝗹 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻: Worked across CVAT, Labelbox, SuperAnnotate, Roboflow and even client-specific proprietary tools. 🌐𝗦𝘁𝗼𝗿𝘆 𝗼𝗳 𝗚𝗿𝗼𝘄𝘁𝗵: What began as a solo freelancing gig on Fiverr has now become a global agency delivering AI-ready data for some of the most innovative companies on Earth. Now offering our services on Upwork as well. 🛠️𝗦𝗲𝗿𝘃𝗶𝗰𝗲𝘀 𝗜 𝗢𝗳𝗳𝗲𝗿: ✦ Image & Video Segmentation (polygon, semantic, instance-based) ✦ Bounding Box, Keypoint & Landmark Annotation ✦ Text & Audio Annotation (multilingual available) ✦ Dataset Cleaning, Structuring & Preprocessing ✦ Consultancy on AI Dataset Design and Labeling Strategies ✦ AI Model Training and development Image annotation, Bounding boxes, 3D boxes, Video annotation, instance and semantic, Object labeling/tagging,Segmentation, Polygons masks, Text annotation, Line annotation, Key Points annotation, Cuboids, Image classification and categorization.

🏆 𝗖𝘂𝘀𝘁𝗼𝗺 𝗦𝗼𝗳𝘁𝘄𝗮𝗿𝗲 & 𝗔𝗜 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿 | 𝗪𝗲𝗯, 𝗠𝗼𝗯𝗶𝗹𝗲 & 𝗦𝗮𝗮𝗦 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 | 𝗙𝗼𝘂𝗻𝗱𝗲𝗿 𝗼𝗳 𝗭𝗮𝗸𝗖𝗼𝗱𝗲𝗫 𝗟𝗧𝗗 I'm Zakawat Abbas, Founder & CEO of ZakCodeX LTD, a UK software development company that helps startups, SMEs, and enterprises build custom software, AI-powered applications, SaaS platforms, mobile apps, and scalable web solutions. My team delivers complete software solutions, from product strategy and UI/UX design to development, cloud infrastructure, deployment, and long-term support. We focus on writing clean, scalable code that grows with your business rather than creating quick fixes that need rebuilding later. ⚡ 𝗪𝗲'𝗿𝗲 𝗮 𝗴𝗿𝗲𝗮𝘁 𝗳𝗶𝘁 𝗶𝗳 𝘆𝗼𝘂'𝗿𝗲 𝘁𝗵𝗶𝗻𝗸𝗶𝗻𝗴: ● "I need a reliable software development partner who can own the project from start to finish." ● "I want to build an MVP that can scale into a successful SaaS business." ● "I need AI integrated into my application or business workflow." ● "I need experienced developers for both frontend and backend." ● "I want secure, scalable software built with modern technologies." ● "I need long-term technical support after launch." 💻 𝗖𝘂𝘀𝘁𝗼𝗺 𝗦𝗼𝗳𝘁𝘄𝗮𝗿𝗲 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 Custom business software, SaaS platforms, CRM systems, ERP solutions, internal dashboards, workflow automation, enterprise applications, REST APIs, GraphQL APIs, third-party integrations, and cloud-native software built for long-term scalability. 🌐 𝗪𝗲𝗯 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 High-performance web applications using React.js, Next.js, Node.js, Laravel, Python, FastAPI, and modern cloud infrastructure. We build SEO-friendly, secure, scalable websites and web applications optimized for performance and user experience. 📱 𝗠𝗼𝗯𝗶𝗹𝗲 𝗔𝗽𝗽 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 Cross-platform mobile applications using React Native and Flutter for iOS and Android. We develop consumer apps, enterprise applications, booking platforms, ecommerce apps, healthcare solutions, AI-powered mobile apps, and startup MVPs. 🤖 𝗔𝗜 & 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 Generative AI, OpenAI integration, Claude AI, AI chatbots, business automation, machine learning, natural language processing, computer vision, intelligent workflows, AI assistants, and custom AI-powered business solutions. 🎨 𝗨𝗜/𝗨𝗫 𝗗𝗲𝘀𝗶𝗴𝗻 Modern user interfaces designed in Figma, including UX research, wireframes, prototypes, design systems, and developer-ready UI for web and mobile products. 🛒 𝗘𝗰𝗼𝗺𝗺𝗲𝗿𝗰𝗲 Custom ecommerce platforms, Shopify, WooCommerce, payment gateway integration, inventory management, API integrations, and conversion-focused online stores. 🛠️ 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸 ◉ Frontend: React.js, Next.js, TypeScript, JavaScript, Tailwind CSS, HTML5, CSS3 ◉ Backend: Node.js, Express.js, Laravel, Python, Django, FastAPI, PHP ◉ Mobile: React Native, Flutter, Android, iOS ◉ AI: OpenAI API, Claude AI, GPT, Machine Learning, NLP, Computer Vision ◉ Cloud: AWS, Docker, Vercel, DigitalOcean, Firebase ◉ Databases: PostgreSQL, MySQL, MongoDB, Firebase ◉ APIs: REST API, GraphQL, Stripe, PayPal, Third-Party API Integration 🔢 𝗪𝗵𝘆 𝗰𝗹𝗶𝗲𝗻𝘁𝘀 𝗰𝗵𝗼𝗼𝘀𝗲 𝗺𝗲 ✅ Founder & CEO of ZakCodeX LTD, UK software development company ✅ Complete product development from idea to launch ✅ Modern AI-first software development approach ✅ Clean, secure, scalable, production-ready code ✅ Transparent communication and on-time delivery ✅ Long-term technology partner focused on business growth 𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝗶𝗲𝘀: • Healthcare • Real Estate • Ecommerce • AI • SaaS • Legal • Education • Travel • Hospitality • FinTech • Logistics • Startups • Enterprise Software 𝗞𝗲𝘆𝘄𝗼𝗿𝗱𝘀: • Custom Software Development • Full-Stack Developer • Web Development • Mobile App Development • AI Development • Generative AI • AI Chatbots • React Developer • Next.js Developer • Node.js Developer • Python Developer • React Native Developer • Flutter Developer • SaaS Development • CRM Development • API Integration • AWS • Shopify Development • UI/UX Design • Ecommerce Development • Business Automation • MVP Development • OpenAI Integration • Claude AI • Machine Learning

🔹 Top Rated Machine Learning Engineer | Expert in Detection, Tracking, Classification & OCR I specialize in building high-accuracy computer vision models — from object detection and classification to keypoint detection and OCR. With deep experience in YOLO (v8–v11), TensorFlow, and PyTorch, I’ve delivered results across industries including healthcare, logistics, and agriculture. 🚀 Highlighted Projects: 🔍 License Plate Recognition & Number Swapping — for Korean and Kazakh vehicles 🏥 COVID-19 & Viral Pneumonia Detection — 95%+ accuracy using X-ray images 🍎 Fruit Detection (Apple, Peach, Potato) — precision object detection with YOLO 📄 OCR & Keypoint Detection — paper/card ID localization and tracking 🏎️ Speed Estimation & Vehicle Tracking — model fusion using YOLO + Deep SORT ⚙️ Core Skills & Tools: YOLOv5/v8 | TensorFlow | PyTorch | OpenCV | ONNX Object Detection, Classification, OCR, Keypoint Detection High-speed model training on RTX 4080 Super As a Top Rated freelancer, I deliver clean, efficient, and production-ready models on time and with clear communication. Let’s bring your vision to life. 📩 Message me — I respond quickly and build fast.