Hire the Best Medical Imaging Specialists
in the Philippines

As a distinguished image and video annotation specialist on Upwork, I bring a wealth of expertise and a proven track record of success to each project. With an impressive portfolio comprising over 10,000 hours dedicated to image annotation, I have refined my skills to consistently deliver exceptional results characterized by precision and efficiency. My proficiency extends across a spectrum of computer vision annotation tools, including but not limited to CVAT, COCO, Labelbox, LabelMe, LabelImg, VGG Image Annotator, ITK-Snap, 3D Slicer, and various other web-based annotation tools. Whether you require a part-time or full-time commitment, I am readily available to engage in meaningful discussions about how I can tailor my skills to meet your specific project requirements. I am enthusiastic about the prospect of contributing to your success and ensuring the utmost satisfaction in the results achieved

---------------------------------⭐️⭐️TOP STAR⭐️⭐️------------------------------------ ​Bridging the gap between rigorous Quality Assurance and cutting-edge Machine Learning, I am a technical specialist focused on the end-to-end lifecycle of intelligent systems. My expertise lies in architecting automated testing frameworks for AI-driven applications, specifically focusing on Large Language Models (LLMs), Voice AI, and real-time Computer Vision systems. With a background rooted in QA Engineering and a deep pivot into AI development, I ensure that complex, non-deterministic models meet production-grade standards for reliability, accuracy, and performance. ​Core Competencies ​1. AI & Machine Learning Integration ​I specialize in the deployment and validation of advanced neural networks. My technical stack is centered on Computer Vision, particularly the YOLO (You Only Look Once) ecosystem, including versions v8, v11, and the latest v26. I have successfully moved multiple CNN models from local development to production environments using Hugging Face and Gradio, ensuring that the underlying inference logic is both sound and scalable. ​2. Intelligent Automation & LLM Testing ​Testing LLMs and AI Bots requires a departure from traditional "pass/fail" logic. I implement evaluative frameworks that test for: ​Model Hallucination & Factuality: Validating LLM outputs against ground-truth data. ​Latency & Throughput: Optimizing real-time object detection and voice response times to ensure seamless user experiences. ​Edge Case Robustness: Using deliberate repetition and "overlearning" methodologies to identify failure points in bounding box logic, tracking IDs, and classification confidence scores. ​3. Advanced Technical Stack ​Programming & Frameworks: Expert-level proficiency in Python, OpenCV, and PyTorch. ​Infrastructure: Extensive experience in building and optimizing local AI workstations (utilizing high-VRAM NVIDIA hardware) for training custom datasets, reducing reliance on cloud-cost volatility. ​QA Automation: Designing robust CI/CD pipelines that integrate automated test suites with ML training workflows. ​Strategic Approach ​My methodology is defined by a commitment to technical mastery through depth. I don't just test software; I dissect the architecture behind it. Whether it is a vehicle-and-people counter or a security-focused weapon detection system, my approach involves a rigorous "bottom-up" validation process—ensuring the raw data input, the neural layers, and the final UI output are perfectly aligned. ​I thrive in high-intensity, focused environments where the goal is to solve "impossible" technical hurdles. By combining the precision of a Manual/Automated QA Specialist with the innovative mindset of an ML Developer, I deliver AI solutions that are not only functional but resilient. ​Key Project Highlights ​Medical Imaging AI: Developed and validated classification models for lung pathology and pneumonia with high-precision confusion matrix results. ​Real-Time Detection: Engineered tracking systems using YOLOv11 for complex environment monitoring, focusing on ID persistence and spatial accuracy. ​Production Deployment: Streamlined the pipeline for deploying custom-trained models to public-facing platforms, ensuring high availability and optimized inference.

I am an expert in medical transcription, this is due to the fact that I have 10 years of experience in the medical field as a UK registered nurse. I have been assisting various doctors in clinics, consultations and even during procedures. Being a nurse, I pay attention to detail, I can multitask, I can perform a job with minimum to none supervision. I always make sure that reports and other tasks are submitted ahead of time. I am very committed and driven for excellence and good quality output.

I prepare patient charts for rheumatology appointments, reviewing medical records and utilizing EHR/EMR systems like Elation and eCW to ensure accuracy. I also manage appointment reminders, payments, and telehealth pre-checks to ensure a smooth experience for both patients and doctors. Review and organize medical records (referrals, lab reports, imaging). Proficient in EHR/EMR systems (Elation, eCW). Manage appointment reminders and payment assistance. Pre-check telehealth appointments for seamless virtual visits.

I help healthcare staffing agencies recruit, credential, and onboard clinicians faster while staying fully compliant, without the constant back-and-forth. With 4 years of experience in healthcare recruiting and credentialing, I manage license verification, document collection, and full compliance tracking using systems like Bullhorn, Hireology, Vivian, ShiftWise, SimpleVMS, HealthTrust, Einstein, and Fieldglass. I also support healthcare recruiting teams by ensuring candidates are fully credentialed and ready for submission. How I can support your team: • Healthcare credentialing and compliance tracking • License and certification verification (RN, LPN, CNA, etc.) • Candidate onboarding and document management • VMS submissions (HealthTrust, ShiftWise, Fieldglass, SimpleVMS) • Bullhorn ATS management and candidate record updates • Supporting healthcare recruiting and submission workflows • Ensuring clinicians are fully submission-ready My goal is simple: make your onboarding process smoother, your recruiters’ jobs easier, and ensure every candidate is submission-ready. If you need someone organized, detail-oriented, and experienced in healthcare compliance workflows, I’d be happy to support your team.

Are you looking to scale your brand through influencers, affiliates, and high-converting AI content? I help e-commerce brands grow by combining affiliate outreach, influencer partnerships, and AI-powered creative production that drives real sales. My focus is not just creating content — but building profitable systems that bring traffic, creators, and conversions to your store. What I can help you with: • Affiliate & Influencer Outreach (TikTok, Instagram, UGC Creators) • Recruiting and managing high-performing affiliates • Creator messaging, negotiation, and collaboration setup • AI-generated ad creatives and UGC-style videos • Product seeding and influencer campaign management • AI content creation for e-commerce ads and social media • Competitor research and winning creative strategy AI Tools I Use: ChatGPT, Claude,Gemini, Sora,Veo3, Nano Banana, Canva, and CapCut for creating high-converting AI visuals, ads, and video creatives. I specialize in helping e-commerce brands scale faster using creators, affiliates, and AI-driven content. If you’re looking for someone who understands AI content, influencer marketing, and e-commerce growth, let’s work together.