Stop Wasting Millions on AI Models Crippled by Bad Data. Your AI model is only as powerful as its training data. Inconsistent data annotations sabotage performance, costing you weeks and millions in lost ROI. If your team is cleaning Machine Learning datasets instead of building, you need a better solution. As a Top Rated Plus expert, I deliver Training Ready Intelligence. My mission: transform your raw training data into high fidelity, structured assets for peak AI model performance in Computer Vision, NLP, and Machine Learning. I specialize in clean, reliable data annotation for images, video, and text. I ensure data quality directly impacts your model accuracy and bottom line. I've managed massive data labeling projects, consistently exceeding expectations. Why elite AI teams choose me: Guaranteed Accuracy: 100% pipeline ready data annotation, every time. No re work, no debugging. Zero Management Overhead: You define; I execute with precision and autonomy. Focus on AI development, not data prep. Accelerated ROI: Cut training cycles, deploy faster. Transform raw data into a competitive advantage. My Core Expertise: Image Annotation: Bounding Box, Polygon, Semantic Segmentation, Keypoint (Computer Vision) Video Annotation: Object Tracking, Event Detection (Computer Vision) Text Annotation: NER, Sentiment Analysis, Classification (NLP) Data Labeling & Dataset Preparation Ready to elevate your AI project? Click Message. Let's build the robust training data foundation your AI models deserve. Stop settling for "good enough" data annotation; get it right the first time. Best Regards, Parwiz

I am a highly skilled and detail-oriented image annotation expert with a strong passion for advancing computer vision technologies. With extensive experience in producing accurate and high-quality annotated datasets, I understand the critical role that precise labeling plays in training reliable machine learning models. My work is defined by efficiency, consistency, and a commitment to excellence, ensuring that every project I undertake contributes meaningfully to your AI development goals. Expertise in Image Annotation & AI I specialize in a variety of annotation techniques, including: ✅ Bounding Boxes | ✅ Polygons | ✅ Semantic Segmentation | ✅ Instance Segmentation ✅ Keypoints Annotation 🚀 Skills & Tools 🖼 Image Annotation & AI Labeling ✅ Supervisely | LabelMe | Labelbox | LabelImg ✅ Dataturks | VoTT | VGG | CVAT | V7 Darwin ✅ SuperAnnotate | Roboflow | RectLabel 🎨 AI & Design ✅ AI Image Generation: DALL·E 3, Midjourney, ✅ Canva, Photoshop ✅ Geospatial Data Editing & Analysis: QGIS ✅ Image Retouching & Enhancement: GIMP 📊 Data Processing & Research ✅ Text Annotation & AI Corrections ✅ Data Classification & Image Categorization ✅ Real Estate Research: Zillow, Reifax, Trulia, Realtor.com ✅ Web & Market Research: LinkedIn, Email Hunter, Google Search, Yelp 📌 Productivity & Management ✅ Microsoft Office & Google Suite (Excel, Word, PowerPoint, Docs, Sheets) ✅ Calendar & Email Management (Google Calendar, Calendly, Gmail, Outlook) ✅ Social Media Research & Management (Facebook, Instagram, Pinterest, LinkedIn, Twitter) ✅ E-commerce Listing & Optimization (eBay, Zik Analytics, Web Seller Guru, DSM Tools, Yabelle) Let’s Work Together! Let's connect if you're looking for a dedicated expert to enhance your computer vision projects or ensure your data annotation needs are met with unparalleled precision! I’d love to collaborate and help bring your AI models to the next level. 🚀

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.

Looking for a AI Data Annotation and Image Labeling Specialist who delivers production ready ML datasets using CVAT and Roboflow? I help machine learning teams, AI startups, and computer vision researchers build clean, accurate training datasets that improve model performance. Every project follows a pilot-batch-first workflow so you can verify quality before scaling to full production. 🔬 ANNOTATION SERVICES → Bounding Box Annotation (2D & 3D) → Polygon & Polyline Annotation → Semantic Segmentation & Instance Segmentation → Object Detection & Image Classification → Keypoint & Pose Estimation → Video Annotation & Object Tracking (frame-by-frame) → LiDAR / Point Cloud Annotation → Blueprint, Floorplan & Architectural Drawing Annotation → Medical Image Labeling (X-ray, MRI, CT, Pathology Slides) → Drone, Aerial & Satellite Imagery Annotation → RLHF / AI Text, Image & Video Labeling → Dataset QA Audit & Re-annotation (fixing existing datasets) 🏭 INDUSTRIES I SERVE • Autonomous Vehicles & Self-Driving (camera, LiDAR, radar fusion) • Construction & Architecture AI (Blueprint, Floorplan, BIM) • Medical & Healthcare AI (Radiology, Pathology, Surgical Robotics) • Agriculture, Forestry & Drone Vision • E-Commerce & Retail Product Recognition • Robotics & Warehouse Automation • Security, Surveillance & Defense AI 🛠 TOOLS & PLATFORMS ➯CVAT · Roboflow · Label Studio · LabelMe · Supervisely . Labelbox · V7 Darwin · Scale AI ➯ Export Formats: COCO JSON · CSV · Custom schema ✅MY WORKFLOW 1. Review your annotation guidelines, sample images, and quality standards 2. Deliver a pilot batch (10-50 images) for your approval before full production 3. Scale to production batches after pilot sign-off 4. Send daily progress reports with batch screenshots and metrics 5. Final multi-pass QA review before delivery in your required export format 6. Revisions included until you're 100% satisfied ✅ WHY CLIENTS CHOOSE ME → Dedicated 30 annotation specialists not a solo freelancer juggling multiple clients → Built-in QA pipeline: annotator → Reviewer → QA manager on every project → Inter-annotator agreement (IAA) checks before full production starts → Strict adherence to labeling guidelines and annotation taxonomy → Scales from 500 to 500,000+ images without sacrificing precision → Fast response time — under 1 hour ✅ LET'S BUILD YOUR DATASET Send me your annotation guidelines, sample images, or a project brief. I respond within an hour with a turnaround estimate and a free pilot batch for first-time clients so you can verify quality before any commitment. Thank you for visiting my profile. Muhammad Ishfaq

Welcome! I am a highly experienced Data Annotation QA Specialist, Data Operations Professional, Senior Virtual Assistant, and Senior Administrator with over 20 years of experience supporting businesses, startups, AI companies, and enterprise clients worldwide. I specialize in Data Annotation Quality Assurance (QA), Data Operations, Administrative Support, Advanced Excel Reporting, Database Management, Data Processing, and Remote Project Coordination. My focus is on delivering accurate, scalable, and high-quality solutions that help organizations improve efficiency, data quality, and operational performance. CORE EXPERTISE AI DATA ANNOTATION & QUALITY ASSURANCE (QA) • Image Annotation & Segmentation • Image Classification & Labeling • Bounding Box, Polygon & Keypoint Annotation • Text Annotation & Sentiment Analysis • Video Annotation & Tracking • Audio Annotation & Transcription QA • Annotation Quality Review & Validation • AI Training Data Preparation I help AI and Machine Learning teams improve model performance by ensuring high-quality, accurate, and consistent training datasets. DATA OPERATIONS & DATA MANAGEMENT • Data Processing & Data Cleansing • Data Validation & Quality Control • Database Management & Maintenance • Data Collection & Organization • Data Migration & Data Conversion • Workflow Documentation • Process Improvement & Operational Support • Data Reporting & Analysis VIRTUAL ASSISTANT & ADMINISTRATIVE SUPPORT • Calendar & Email Management • Project Coordination • Client Communication • Document Management • Internet & Web Research • CRM Data Entry & Updates • Administrative Task Management • Remote Team Support ADVANCED EXCEL & REPORTING • Advanced Excel Formulas • Pivot Tables & Dashboards • Data Analysis & Reporting • Data Reconciliation • Business Reports & MIS Reporting • Spreadsheet Automation • Data Visualization DATA ENTRY & PROCESSING SERVICES • High-Volume Data Entry • PDF to Excel / Word Conversion • Web Research & Data Collection • Mailing List Development • Business Transaction Processing • Form Processing & Verification • Data Formatting & Cleanup IMAGE PROCESSING & DTP SUPPORT • Image Cropping & Resizing • Background Removal • Image Quality Review • Photoshop Editing • Document Formatting WHY CLIENTS CHOOSE ME? • 20+ Years of Professional Experience • Expertise in Data Annotation QA & Data Operations • Strong Virtual Assistant & Administrative Background • Advanced Excel & Reporting Skills • Exceptional Attention to Detail • High Accuracy & Quality Standards • Reliable Communication & Fast Response • Ability to Handle Large-Scale Projects • Long-Term Client Support MY COMMITMENT I am committed to delivering accurate, reliable, and high-quality work while maintaining professionalism, confidentiality, and efficiency. Whether you need Data Annotation QA, Data Operations support, Virtual Assistance, Administrative Services, Excel Reporting, or Database Management, I can provide dependable solutions tailored to your business needs. Let's discuss how I can help support your project and contribute to your success.

Medical Annotation Project Manager / Dentist | 8+ Years of Expertise in Healthcare AI Data Solutions With over seven years of hands-on experience in medical data annotation project management, I specialize in leading high-complexity annotation initiatives across 2D and 3D medical imaging domains. I partner with AI developers, research labs, and med-tech companies to deliver clinically accurate, expertly curated datasets that power the next generation of healthcare AI solutions. ✅Advanced Annotation Tool Proficiency Skilled in a wide range of industry-grade and medical-specialized platforms, including: Labelbox Label Studio Hasty Supervisely Segment.ai CVAT V7 Encord Redbrick AI ITK-SNAP 3D Slicer ✅ Diverse Annotation Types (2D & 3D Imaging) Comprehensive experience in labeling and segmentation for: Organ and tissue segmentation Lesion detection and classification Dental structure annotation (tooth segmentation, caries detection) 3D volume labeling & multi-slice annotations Bounding boxes, polygons, masks, keypoints Semantic & instance segmentation Radiology report tagging & medical text classification ✅ Multi-Specialty Medical Domain Experience Successfully managed annotation pipelines across key healthcare verticals: Radiology (CT, MRI, X-ray, PET) Dentistry (2D & 3D CBCT) Cardiology Pathology (WSI & cellular-level annotation) Gastroenterology Hematology This broad exposure allows rapid onboarding into new clinical contexts with strict compliance and precision. ✅ Project Leadership & Quality Assurance As a senior project manager, I provide end-to-end management and QA services, including: Medical expert recruitment & training SOPs & annotation protocols tailored to clinical standards Workflow automation & team scalability Clinical QC reviews (by licensed professionals when required) Delivery of HIPAA-compliant, audit-ready datasets Consistent output accuracy >99%

Data Annotation Specialist | Image, Video & Audio Labeling I provide accurate, consistent data annotation for machine learning projects. You get clean, well-structured datasets ready for training and evaluation. I work with images, videos, and audio across different domains. I follow strict labeling guidelines and deliver on time. 🚀 Experience - I have supported projects that required: - Image annotation for object detection and classification - Video annotation with bounding boxes and tracking - Keypoint labeling for pose and object parts - OCR text transcription and region labeling - Audio transcription and tagging I understand how high-quality data improves model accuracy. 📌 Annotation Types - Bounding boxes - Polygons and segmentation masks - Keypoints and landmarks - Classification labels - Object tracking across frames - OCR text labeling Audio transcription and labeling ⚙️ Tools - CVAT - LabelImg - LabelMe - Roboflow - Supervisely - Custom annotation tools if needed 💡 How I Work - Follow your labeling guidelines carefully - Double-check annotations for consistency - Maintain naming and folder structure - Communicate clearly and respond fast - Deliver clean datasets ready for training You get reliable, scalable annotation support for your ML pipeline. Send your sample task or guidelines. I will start quickly and deliver fast.

With over 5 years of hands-on experience in video labeling and data annotation, I lead a team that processes 4–6 million data points monthly. We've trained more than 1,000 agents to date, with 200+ currently active across diverse annotation projects. Whether you're building AI models, training computer vision systems, or scaling data ops, I deliver precision, speed, and budget-conscious execution—without compromising quality.

Are you looking for reliable, detail-oriented, and results-driven Virtual Assistant to help grow your business through 𝗮𝗰𝗰𝘂𝗿𝗮𝘁𝗲 𝗱𝗮𝘁𝗮 𝗲𝗻𝘁𝗿𝘆, 𝘁𝗮𝗿𝗴𝗲𝘁𝗲𝗱 𝗹𝗲𝗮𝗱 𝗴𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝗼𝗻, 𝗮𝗻𝗱 𝗱𝗲𝗲𝗽 𝗱𝗮𝘁𝗮 𝗺𝗶𝗻𝗶𝗻𝗴? You've come to the right place! My name is 𝗦𝗵𝗮𝗻, With over 2 years of experience supporting startups, entrepreneurs, and growing businesses, I specialize in delivering high-quality leads, clean and organized datasets, and valuable insights that fuel growth. 🔍 Here's how I can support your business: 𝟭- 𝗗𝗮𝘁𝗮 𝗘𝗻𝘁𝗿𝘆: Fast and accurate entry into Google Sheets, Excel, and CRMs like HubSpot, Zoho, Salesforce, etc., ensuring error-free and well-organized data. 𝟮- 𝗗𝗮𝘁𝗮 𝗠𝗶𝗻𝗶𝗻𝗴 & 𝗪𝗲𝗯 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵: Skilled at mining / researching data from websites, directories, and social media using advanced search techniques. 𝟯- 𝗗𝗮𝘁𝗮 𝗖𝗹𝗲𝗮𝗻𝗶𝗻𝗴 & 𝗙𝗼𝗿𝗺𝗮𝘁𝘁𝗶𝗻𝗴: Removing duplicates, correcting errors, and structuring messy datasets for easy use and analysis. 𝟰- 𝗖𝘂𝘀𝘁𝗼𝗺 𝗩𝗶𝗿𝘁𝘂𝗮𝗹 𝗔𝘀𝘀𝗶𝘀𝘁𝗮𝗻𝗰𝗲: I’m a fast-learning Virtual Assistant who quickly adapts to your methods. Just provide short videos or guides, and I’ll complete tasks efficiently with minimal supervision.. 𝟱- 𝗘𝗺𝗮𝗶𝗹 𝗟𝗶𝘀𝘁 𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴: Creating verified and niche-specific lists for marketing and outreach, including contact details, LinkedIn profiles, and company info. 𝟲- 𝗕𝟮𝗕 𝗟𝗲𝗮𝗱 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝗼𝗻: Researching and identifying high-quality leads based on targeted ICPs, including contact details, LinkedIn profiles, company information and more. 𝟳- 𝗧𝗼𝗼𝗹𝘀 & 𝗣𝗹𝗮𝘁𝗳𝗼𝗿𝗺𝘀: LinkedIn Sales Navigator, Hunter.io, Apollo, ZoomInfo, Crunchbase, RocketReach, and NeverBounce. ✨ Why clients love working with me: 100% Accuracy & Fast Delivery Excellent and Easy Communication Always Meeting Deadlines 💯 📈 Whether you need 100 leads or 10,000, accurate / urgent data entry & virtual assistance services! I’m here to save you time, increase your productivity, and help your business grow. Thank you for visiting my profile, Best, Shan

I am a Data Science graduate from EXPLORE AI with a strong focus on Artificial Intelligence. My passion for AI is reflected in my role as a Data Annotation Specialist, where I excel in utilizing advanced tools such as polygon, bounding box, keypoint, polyline, brush, cuboid, and ellipse. With extensive experience in annotating both images and videos, I consistently deliver precise and high-quality results. My expertise extends to Audio Transcription, Named Entity Recognition (NER), Text Classification, Sentiment Analysis, Search Relevance, Data/Content Moderation, and more. I also have experience in Bat call analysis/annotation using spectrograms I am proficient in working with various platforms, including: - Label Studio - Computer Vision Annotation Tool (CVAT) - Lucy Analytics - V7 Darwin - Roboflow - Labelbox - Alegion - DataLoop - Loft2 - Datasaur - VGG Image Annotator I am committed to delivering exceptional work in these areas and am confident in my ability to meet and exceed expectations. If you have a project in any of these domains, you can rely on me for outstanding results.