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Hello !! I am an MBBS-qualified Physician with 6+ years of clinical experience managing a wide range of acute and chronic medical conditions. My evidence-based, patient-centered approach has strengthened my expertise in clinical medicine, medical research, medical writing, and healthcare documentation. Services I Offer Medical & Healthcare Writing Clinical Research & Literature Reviews Medical Editing & Proofreading Case Reports & Research Assistance Medical Translation (English ⇄ Urdu ⇄ English) Clinical & Surgical Counselling Patient Education Materials Manuscript & Journal Editing Evidence-Based Medical Content Medical Presentations & Abstract Writing Why Choose Me? MBBS-qualified physician with real-world clinical experience Current Resident in Internal Medicine Evidence-based, accurate, and reliable work High-quality writing with meticulous attention to detail Professional communication and complete confidentiality Timely delivery and client-focused service Commitment to excellence and client satisfaction If you're looking for a trusted medical professional who values accuracy, quality, and reliability, I am ready to help you achieve your goals. Thanks Dr Farhan Ayaz

I’m an MBBS physician with clinical training and over three years of experience supporting healthcare, research, and AI-driven medical projects remotely. I combine strong clinical knowledge with expertise in medical documentation, clinical trial data analysis, and structured healthcare datasets. I have worked with international teams on projects involving clinical research support, medical data annotation, and AI model training datasets, ensuring high accuracy and clinically reliable outputs. Core Services ✅ Clinical Trial Data Extraction (ClinicalTrials.gov, research databases) ✅ Medical Documentation & Clinical Note Review ✅ Medical Data Annotation for AI / LLM Healthcare Projects ✅ Medical Scribing & Transcription ✅ Research Support & Medical Literature Review (PubMed) ✅ Healthcare Data Entry & Structured Dataset Creation ✅ Medical Content Creation (USMLE-style questions, educational content) ✅ Virtual Medical Assistance for healthcare teams Why Work With Me ✔ Medical Doctor (MBBS) with real clinical training ✔ Experience with clinical research and healthcare datasets ✔ Strong attention to detail and medical accuracy ✔ Reliable communication and on-time delivery I am particularly interested in projects related to clinical research, healthcare AI, telehealth support, and medical documentation. Let’s collaborate to deliver accurate, high-quality medical work that supports research, healthcare innovation, and patient care. Keywords: Medical Doctor, Physician, MBBS, Clinical Research, Clinical Trials, Clinical Trial Data Extraction, Clinical Data Review, Medical Documentation, Medical Record Review, Medical Scribe, Medical Transcription, Healthcare Data Annotation, AI Training Data, LLM Medical Annotation, Medical AI Evaluation, Healthcare AI, Clinical Reasoning Review, Medical Literature Review, PubMed Research, Evidence-Based Medicine, Medical Content Writing, USMLE Content Development, Anatomy, Physiology, Pathology, Pharmacology, Internal Medicine, Emergency Medicine, Pediatrics, Telehealth Support, Virtual Medical Assistant, EHR Documentation, EMR Review, Healthcare Data Entry, Patient Record Summarization, Medical Editing, Medical Proofreading, Genomics Data Annotation, Biomedical Research Support. Annotator

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

Hello! I’m Ahsan Mehmood, a dedicated Data Annotation & AI Dataset Specialist with 5+ years of professional experience in image, video, and 3D annotation. I help AI companies, researchers, and data-driven startups build high-quality, model-ready datasets for machine learning and computer vision projects. I specialize in transforming raw images and videos into precisely labeled data enabling smarter AI models and more accurate results. My process combines attention to detail, consistency, and speed — ensuring every label adds real value to your project. 🔹 What I Offer ✔️Image & Video Annotation (Bounding Box, Polygon, Keypoint, Semantic Segmentation) ✔️3D & Dental Annotation ✔️Audio & Text Transcription for AI models ✔️Data Labeling, Categorization, and Quality Assurance ✔️Fact-Checking and Dataset Validation ✔️Object Detection & Image Classification 🔹 Tools & Platforms I Work With CVAT · Label Studio · Anylabeling · SuperAnnotate · VGG Image Annotator · Labelbox I easily adapt to client workflows and can work within any custom annotation environment you prefer. I’ve contributed to multiple large-scale datasets from autonomous driving and dental imaging to object recognition maintaining accuracy above 98%. 🔹 Why Clients Choose Me ✅ High accuracy with multiple quality-control passes ✅ Consistent communication & weekly reporting ✅ Flexible working hours (EST / PST compatible) ✅ Fast turnaround without compromising precision ✅ 100% data confidentiality and professionalism 🔹 About My Work Approach Every project begins with a sample batch this ensures alignment with your labeling guidelines and accuracy standards. Once approved, I maintain a structured workflow to scale the process efficiently. Whether it’s 100 images or 100,000 frames I handle each task with the same commitment to quality, clarity, and reliability.

🚀 Data Annotation Expert | Image Annotation & Video Annotation | Object Detection | Tracking | Segmentation | AI Training Data | Medical Imaging | Medical Image Annotation | Computer Vision | CVAT | RoboFlow | Labelbox | Supervisely Need accurate, high-quality manual annotations for your Computer Vision or AI project? I specialize in Data Annotation, Image Annotation, Video Annotation, Object Detection, Semantic Segmentation, Instance Segmentation, Polygon Annotation, Polyline Annotation, Bounding Box Annotation, Keypoint Annotation, Medical Imaging, and AI Training Dataset Preparation. I help AI startups, research teams, and companies build reliable training datasets that improve model performance and accelerate development. With experience across thousands of annotated images and video frames, I deliver precise, scalable, and production-ready datasets for Machine Learning, Deep Learning, and Computer Vision applications. 𝗦𝗲𝗿𝘃𝗶𝗰𝗲𝘀 ✓ Image Annotation & Labeling • Bounding Box Annotation • Polygon Annotation • Polyline Annotation • Semantic Segmentation • Instance Segmentation • Pixel-wise Mask Creation • Keypoint & Landmark Annotation • Pose Estimation Annotation • Facial Landmark Annotation • Image Classification • Object Detection Dataset Creation ✓ Video Annotation & Tracking • Object Tracking • Multi-Object Tracking (MOT) • Frame-by-Frame Annotation • Action Recognition • Event Detection • Human Tracking • Sports Analytics Annotation • Medical Image Annotation & Medical Image Labeling • Medical Imaging, Medical Image Segmentation • 2D/3D Point Cloud Annotation • LiDAR Annotation (Cuboids, Segmentation, Keypoints) • Dataset Validation & Quality Assurance (QA) • AI Training Data Preparation ✓ Text Annotation & NLP • LLM Data Annotator, NLP Data Labeler, Text Annotation Expert • Named Entity Recognition (NER) • Sentiment Analysis • Intent Classification • Text Categorization • Data Labeling for LLM Training ✓ Dataset Management & Quality Assurance • Dataset Preparation • Dataset Cleaning • Dataset Verification • Quality Assurance (QA) • Ground Truth Data Creation • Annotation Review • Custom Labeling Guidelines Annotation Tools ✓ CVAT ✓ Roboflow ✓ Labelbox ✓ Supervisely ✓ LabelImg ✓ LabelMe ✓ SuperAnnotate ✓ V7 Darwin ✓ Dataloop Output Formats ✓ COCO JSON ✓ YOLO TXT ✓ Pascal VOC XML ✓ JSON / JSONL ✓ CSV / Excel ✓ Custom Formats Industries Served • Autonomous Vehicles • Healthcare & Medical Imaging • Retail & E-commerce • Security & Surveillance • Agriculture & Drone Analytics • Manufacturing • Sports Analytics • Robotics & Automation Why Work With Me? ✓ High Annotation Accuracy ✓ Strong Quality Control Process ✓ Fast Turnaround Times ✓ Large Dataset Handling ✓ Consistent Communication ✓ NDA-Friendly ✓ Long-Term Collaboration Whether you need image labeling, video annotation, segmentation masks, object tracking, AI training data, or complete dataset preparation, I can help you build accurate datasets that power successful AI and Computer Vision models. Let's discuss your project and create high-quality training data for your next AI solution.

👨‍⚕️ Medical Doctor | eLearning Course Developer | Healthcare Training Specialist I'm a qualified Medical Doctor (MBBS) with 10+ years in spain and China, combining clinical expertise with instructional design to build high-quality eLearning courses for healthcare professionals, medical institutions, and global health organizations. Whether you need a full medical training course, a microlearning module, or an interactive SCORM-compatible curriculum — I design content that is accurate, engaging, and built to educate. ✅ What I Can Build for You: 🩺 Medical & Clinical eLearning Courses (MBBS, Nursing, Pharmacy, Allied Health) 🤖 Healthcare AI & Robotics Training Modules 🧠 Instructional Design & Curriculum Development (ADDIE / SAM frameworks) 📊 Data-Driven Learning Assessments (Power BI, Excel) 🌐 Multilingual Course Content — English & Chinese 📱 SCORM / LMS-Compatible Modules (Moodle, Thinkific, Coursera) 🎯 Case-Based Learning (CBL) & Clinical Reasoning Scenarios 📋 Continuing Medical Education (CME) Programs 🏥 Hospital Staff Onboarding & Compliance Training 🔍 Healthcare Procurement & Supply Chain Training 💡 What Makes Me Different: I am not just a writer or instructional designer — I am a medical professional. Every course I build is grounded in clinical accuracy, evidence-based practice, and real-world healthcare experience. I understand how doctors, nurses, and healthcare workers actually think and learn — and I design with that in mind. Combined with my background in Data Analytics (Power BI, Excel) and fluency in both English and Chinese, I bridge the gap between complex medical knowledge and effective digital learning. 🎓 Education: MBBS — Guangxi Medical University Data Analytics (Power BI, Excel, Data Visualization) — LUMS English Literature — Shanghai University 📍 Based in Spain| ⚡ Avg. Response: 4–8 Hours | 🌍 Available Worldwide Let's build healthcare training that actually makes a difference. Send me a message and let's get started.