Hire the Best Medical Imaging Specialists

Top 1% Expert-Vetted Freelancer. I have a PhD in Computer Science (AI & Machine Learning) and I am a physician. I build custom AI systems with proprietary and public data, including creation of novel datasets and state-of-the-art models. * After a 30-minute to 1-hour initial meeting, I'll craft a clearly written report outlining a unique AI strategy for your project. * For long-term engagements, I implement AI solutions end-to-end, including data collection, data cleaning, novel model design, model implementation and training in Python, and iteration on the modeling and data strategy to achieve excellent performance. * One of my specialties is creating custom models for proprietary datasets, including images, videos, audio recordings, and domain-specific data. Book a 30-minute consultation with me to get immediate answers about your AI project: - How can you leverage AI in your organization? - What kind of AI do you need to solve a particular problem? - Should you use a model like ChatGPT/Claude or do you need a custom model? - What modeling strategy should you use? - How should you collect and annotate data? - How much data will you need? - How should you measure performance? After a consultation I’ll craft a clearly-written report outlining an AI strategy for your project. Specialties: Healthcare AI: I am an expert in healthcare AI, with a unique background that blends clinical understanding from my MD, deep technical expertise from my AI PhD, and business experience. I have completed 100+ engagements across medical specialties including radiology, dermatology, cardiology, mental health, family medicine, surgery, dentistry, physical therapy, women’s health, pediatrics, nutrition, and neurology. I have created datasets and custom models for diverse forms of biomedical data including x-rays, CTs, MRIs, clinical photographs, patient videos, medical audio, medical notes, EHR data, insurance claims, omics data, and more. Computer Vision: I create custom AI models for 2D images, 3D images, and videos on proprietary datasets. I am excited about projects from multiple industries including healthcare, manufacturing, automotive, and agriculture. I have extensive experience with classification, object detection, segmentation, and keypoint detection, to identify and localize abnormalities or features of interest. I developed the first machine learning model in the world to predict multiple abnormalities simultaneously from a CT scan. For a dermatology practice, I built the first CV model to predict Fitzpatrick skin type, pigmentation, redness, and wrinkle severity (mean accuracy 85%)—now a core model at Kesty AI. Artificial Intelligence R&D: I have led multiple AI research projects across industry and academia. I have developed novel AI methods, including HiResCAM, a convolutional neural network explanation method with mathematical guarantees. I have published original research across multiple areas of AI, including computer vision, natural language processing, explainable AI, expert systems, and applied AI. My research papers have been cited over 1,000 times. My healthcare AI blog Glass Box has over 700,000 readers from 185 countries. Natural Language Processing (NLP): I have a deep understanding of large language models (LLMs) like Claude, Gemini, ChatGPT, and Llama. I have leveraged Transformers and other NLP techniques for numerous applications, including customized chatbots, medical note generation, and structured information extraction. Advising Entrepreneurs: Before focusing on AI consulting, I spent seven years as the founder of a health AI startup. I led my previous company from concept to deployed B2B SaaS product serving medical practices. Our AI history-taking assistant and AI scribe saved clinicians 2+ hours daily. I managed engineering teams of 5-10 (60+ contributors), secured two U.S. patents, and raised competitive grant funding. I enjoy working with entrepreneurs and discussing pitch decks, fundraising, customer discovery, designing an MVP, and evaluating the ROI of an AI product. If you’d like to talk with me about your AI project, please feel free to send me a message or book a consultation using the link on my profile.

Medical doctor (MBBS) and experienced AI content evaluator with over 18 months of hands-on data annotation and content moderation work at Outlier. I specialise in evaluating AI-generated text, images, and multimedia for quality, safety, accuracy, and policy compliance, which is exactly the work that makes frontier AI models better and safer. What I bring to AI evaluation projects: Assessed and moderated AI outputs across text, image, and conversational formats, flagging harmful, misleading, or policy-violating content with structured reasoning Applied annotation rubrics and ranking frameworks to evaluate AI responses by relevance, helpfulness, and safety risk Delivered clear, actionable written feedback directly to development teams to support iterative model improvement Documented findings using Google Sheets and Notion; consistently met daily review targets in a fully remote environment Why my medical background matters for this work: A medical degree trains you to analyse complex information under pressure, apply structured frameworks to ambiguous situations, and communicate findings precisely. These are exactly the cognitive skills that separate good AI evaluators from great ones — especially for health, science, and high-stakes content. I'm a strong fit if you need: ✔ AI content moderation & safety evaluation ✔ Text and image annotation ✔ Video content evaluation and QA ✔ LLM response ranking and RLHF-style feedback ✔ Medical or scientific content review ✔ Social media content policy assessment

ABOUT ME I am Cardiologist CEO of UH Medical Services . Under this Company we provide All kinds of Medical Services Like Clinical Second Opinion,Medical papers recheck and different types of Medical service to Organizations that need it. We are a team of Twenty Medical Professionals who has MD Degrees , Clinical Experience along with Specialization in different Medical Specialists Like :- Neurology & Neurosurgery Clinical Psychology Cardiology Nephrology Opthalmology Gynaecology and obstetrics SURGERY Geriatrics Anesthesia Orthopaedic Dermatology Urology Pulmonary Oncology Endoscopy & Liver Transplant Pediatrics Pathology Medicine Radiology Dentistry You can contact us freely for any kind of Medical Services . We are group of specialists with expertise in managing medical consultancy and medical research papers. We provide Virtual medical assistant, Virtual medical scribe,Certified medical biller, appointment scheduler, patient care coordinator ,Accounts receivable services,prior authorization, medical/healthcare data entry service

Are you looking for a professional medical 3D animator who can clearly visualize complex biological and pharmaceutical concepts with accuracy and cinematic quality? With strong expertise in Blender, Unreal Engine, and Marvelous Designer, I specialize in creating high-end medical animations and scientific visualizations that help simplify complex ideas for patients, doctors, and healthcare audiences. What I Offer: ✅ Medical 3D Animations: I create precise and scientifically accurate animations that explain biological processes, mechanisms of action (MOA), surgical procedures, and medical device functionality in a clear and engaging way. ✅ Pharmaceutical & MOA Visualization: I design detailed animations for drug mechanisms, molecular interactions, and treatment processes, ideal for pharmaceutical companies, marketing, and investor presentations. ✅ Medical Device Animation: I showcase how medical devices work with realistic breakdowns, internal views, and step-by-step functional demonstrations. ✅ 3D Medical Modeling: I build accurate anatomical models, medical tools, and clinical environments tailored for educational and commercial use. ✅ Realistic Rendering & Visualization: Through advanced lighting, texturing, and cinematic rendering, I ensure every scene is visually clear, professional, and medically accurate. ✅ AI-Enhanced Medical Workflow: I integrate AI-powered tools into my Blender pipeline to speed up production, improve precision, and optimize complex medical visualization workflows—while maintaining scientific accuracy. ✅ Voice-over in Any Language: I provide professional voice-over services in multiple languages to match your target audience, making your medical animations accessible globally and easy to understand across different markets. Why Choose Me? I combine technical precision with strong visual storytelling to transform complex medical concepts into clear, engaging animations. My focus is on accuracy, clarity, and professional presentation tailored for the healthcare and pharmaceutical industry. By integrating modern AI tools into Blender, I improve production speed and workflow efficiency while maintaining high scientific and visual standards. My goal is to create medical animations that educate, communicate, and elevate your brand in the healthcare space.

Expert-Vetted Top 1% on Upwork | Top 10 Machine Learning Agency on Upwork | 7+ Years in Production AI | Sports, Industrial, Satellite, Healthcare I'm a Computer Vision Engineer and Machine Learning Engineer with 7+ years delivering production-grade AI systems. Upwork has Expert-Vetted me as a Top 1% specialist in this niche, and our team is ranked among the Top 10 Machine Learning agencies on Upwork. I work with product teams and startups across sports analytics, industrial inspection, satellite and aerial imagery, access control, healthcare, and generative AI — any domain where visual data needs to become reliable, actionable output running in production. As a Computer Vision Engineer, my core work covers object detection, multi-object tracking, pose estimation, image segmentation, image processing, and real-time video analysis. I build end-to-end pipelines in Python using OpenCV, PyTorch, TensorFlow, and Keras, from dataset preparation and model training through TensorRT optimization and Docker deployment on cloud or NVIDIA Jetson edge hardware. I use C++ for performance-critical components where Python latency is a bottleneck. The domains where computer vision engineer experience creates the most value: sports analytics (player tracking, performance metrics, automated statistics from broadcast video), industrial inspection (defect detection and quality control on production lines), satellite and aerial imagery (object detection and segmentation for infrastructure analysis), access control and security (vehicle identification, multi-camera real-time monitoring), and healthcare and biomechanics (pose analysis, body measurement, and biomedical signal processing connected to AI coaching backends). As a Machine Learning Engineer and Data Scientist, I also build systems for structured and time-series data: demand forecasting, anomaly detection, biomedical signal analysis, and structural health monitoring. My data scientist workflow covers scikit-learn, pandas, NumPy, and SciPy alongside deep learning frameworks, with experiment tracking and evaluation metrics to ensure models perform consistently in production. When projects require generative AI or LLM components, I deliver RAG pipelines with LangChain and vector databases, synthetic dataset generation tools, and document processing systems using the Gemini API. Regardless of domain, the computer vision engineer approach stays the same: combine OpenCV-based preprocessing with deep learning inference into a scalable, testable pipeline that holds up under real-world conditions — variable lighting, occlusion, low resolution, multi-camera setups, and edge hardware constraints. I work with YOLO-family models, ByteTrack and DeepSORT for tracking, MediaPipe and MMPose for pose estimation, TensorRT and ONNX for inference optimization, and FastAPI with Docker for production deployment. I work with a specialized team that includes a computer vision PhD, deep learning researchers, and mathematical optimization specialists. This lets me scope complex systems, split parallel workstreams, and deliver a full Computer Vision Engineer engagement faster than a solo contributor could. Clients typically work with me when they need: - a Computer Vision Engineer to build detection, tracking, or segmentation systems from scratch - a Machine Learning Engineer to productionize a research model and meet latency requirements - a Data Scientist who can go from raw data to a deployable model end-to-end - an AI engineer to integrate LLM or generative components into an existing backend - real-time or edge inference optimized for NVIDIA Jetson or mobile deployment - a Python developer who understands both the AI pipeline and the surrounding system architecture If you need a Computer Vision Engineer with the full stack from dataset to deployed API, let's talk. Main stack: Python, OpenCV, PyTorch, TensorFlow, Keras, YOLO, ByteTrack, MediaPipe, MMPose, CoreML, TFLite, TensorRT, ONNX, scikit-learn, FastAPI, Docker, PostgreSQL, C++, NumPy, pandas, SciPy.

I am a medical researcher and MD candidate with experience in clinical research, medical writing, healthcare administration, and AI applications in medicine. Currently, I work as a Remote Medical Assistant supporting physicians conducting U.S. veteran disability evaluations, where I review medical records, imaging studies, diagnostic findings, and clinical documentation while coordinating patient scheduling, intake, follow-ups, and case management. In addition to clinical operations, I actively contribute to medical research projects focused on artificial intelligence, diagnostic imaging, clinical decision-making, and oncology. My research experience includes publications in peer-reviewed journals and collaborative projects involving machine learning, healthcare data analysis, and evidence-based medicine. I help healthcare organizations, physicians, researchers, startups, and academic institutions with: ✓ Medical writing and literature reviews ✓ Scientific research and manuscript preparation ✓ Clinical research support ✓ Medical data analysis ✓ Medical record review and summarization ✓ Healthcare virtual assistance ✓ AI and healthcare research projects ✓ Presentation development and scientific posters ✓ Evidence synthesis and systematic reviews ✓ Medical content creation My background combines medical training, clinical exposure, healthcare administration, and research methodology, allowing me to deliver work that is accurate, evidence-based, and professionally written. If you're looking for a reliable healthcare professional who understands both medicine and research, I'd be happy to discuss your project.