Hire the Best Occupational Health Specialists
in the Philippines

---------------------------------⭐️⭐️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.

- Clinical Quality Auditor for 9 years with Optum - Prior Authorization Specialist with proven experience submitting to 40 different insurances, lien authorizations and worker's comp - Referral Coordinator - HealthCare Manager handling teams and with client facing skills - Registered Nurse with specialty in Occupational Health Nurse Tell me what you and your team needs and I'll be happy to assist! "With self-discipline most anything is possible"- Theodore Roosevelt

With over 3 years of hands-on experience as a Data Steward in the healthcare industry, I specialize in researching, verifying, and maintaining high-quality data to ensure accuracy and reliability across healthcare provider and organization records. My work focuses on improving data integrity through detailed verification, outbound communication, and systematic record updates. I have a proven track record of managing large datasets using tools like Google Sheets, Excel, and CRMs while meeting strict performance goals for speed and precision. My background also includes outbound calling to healthcare professionals and organizations, ensuring that every data point is validated and up-to-date. Key strengths include: Precision-Driven Data QA: I don’t just check boxes; I’ve spent 3+ years ensuring healthcare records are 100% accurate, reliable, and ready for use. Specialized Healthcare Research: I'm experienced in navigating complex medical domains and using web-based research to track down and verify hard-to-find provider information. Direct & Professional Outreach: I’m comfortable picking up the phone or sending an email to validate data directly with healthcare professionals, maintaining a balance of empathy and efficiency. Technical Versatility: I am well-equipped with Google Workspace and Excel, and I pick up new CRM and data entry systems quickly. The "Human" Element: I pride myself on staying professional and composed, ensuring every interaction reflects well on the organisation while I solve data discrepancies.

Professional Summary Healthcare professional with 20 years of diverse experience as a Registered Nurse, Licensed Medical Technologist, and Clinical/Virtual Healthcare Support Specialist. Recent expertise includes health coaching, patient communication, medical documentation, and staff training in US-based telehealth and preventive medicine practices. Skilled in charting, EHR systems, auditing, and workflow optimization. Recognized for adaptability in both clinical and remote environments, with strong contributions in patient care, compliance, and team development. Professional Experience PrevMed Health – Remote Health Coach & Documentation Specialist | Feb 2024 – Aug 2025 • Provided preventive health coaching and direct patient communication. • Managed chart documentation, charting accuracy, and patient intake coordination. • Trained new health coaches and employees on workflow, EHR use, and patient engagement strategies. • Supported providers with patient follow-ups, lab/imaging requests, and communication protocols. Bright Heart Health – Remote Team Leader, Laboratory Support | Sep 2022 – Dec 2023 • Led team workflow for uploading and reviewing laboratory results. • Coordinated with partner labs to resolve missing/incomplete results. • Reported and interpreted in-house drug screen results for providers. Wellness Coach | Feb 2020 – Sep 2022 • Guided patients in creating personalized wellness plans. • Strengthened provider–patient relationships to improve outcomes and retention. WRS Health – Remote Clinical Support (QA Specialist) | Oct 2015 – Dec 2019 • Conducted EHR testing and troubleshooting; created compliance reports for MIPS clients. • Trained and provided support to providers on EHR and documentation standards. CVH Care – Remote Clinical Auditor (Medical Charts) | Jul 2015 – Oct 2015 • Audited medical records for ICD coding accuracy and compliance with home health protocols. Freelance / Upwork – Remote Freelancer | Jan 2015 – Present • Delivered virtual assistant, medical transcription, medico-legal summaries, and research support for healthcare and legal clients. • Supported providers with ICD/CPT coding, claims summaries, and paralegal research for injury cases. Earlier Career Experience (2005 – 2014) • Instructor, University of Immaculate Conception – Medical Laboratory Science Department • Medical Technologist & Nurse, Community Health & Development Cooperative Hospital • Insurance Agent, Philam Life Core Competencies • Electronic Health Records (EHR) & Chart Documentation • Patient Communication & Health Coaching • Staff Training & Onboarding • Clinical Documentation & Chart Auditing • Telehealth & Preventive Medicine Support • Workflow Optimization & Team Leadership • Medical Transcription & Scribing • Paralegal/Medicolegal Case Support Education Teacher’s Certification – University of Immaculate Conception, 2015 BS Nursing – Brokenshire College, 2005 BS Medical Technology – San Pedro College, 2002 Certifications & Licenses • Registered Nurse – Philippines (2005) • Licensed Medical Technologist – Philippines (2003) • HIPAA Awareness for Healthcare Providers (valid until Jan 2026) • Screening, Brief Intervention, and Referral to Treatment (SBIRT), UCLA ISAP (2020)

I help businesses organize operations, improve workflows, and build structured systems that increase efficiency, visibility, and accountability. With 20+ years of experience in operations, compliance, ISO systems, and team coordination, I bring a process-driven approach to project support, documentation, reporting, and workflow organization. I specialize in helping growing businesses create clear operational systems so teams can stay organized, reduce manual inefficiencies, and keep projects moving smoothly. ✅ Areas I Can Support • Project coordination and operational tracking • Workflow organization and process improvement • SOP creation and documentation systems • Compliance tracking and audit preparation • CRM/data cleanup and structured reporting • Dashboard reporting (Excel / basic Power BI) • Administrative and operations support • Google Workspace and document organization ✅ Tools & Platforms • Microsoft Excel (Pivot Tables, XLOOKUP, reporting) • Google Workspace (Docs, Sheets, Drive) • Power BI (basic dashboards) • Slack / ClickUp / Zoom / MS Teams • Currently expanding into Notion, automation tools, and workflow systems ✅ Compliance & Systems Background • ISO 9001 / 14001 / 45001 systems support • Audit preparation and compliance coordination • Risk assessment and documentation management • Structured reporting and operational documentation ✅ What Sets Me Apart • 20+ years of real-world operations and compliance experience • Strong systems and process-oriented thinking • Able to organize disorganized workflows into structured systems • Reliable, detail-oriented, and proactive communication • Comfortable working independently with minimal supervision If you need someone who can help organize operations, improve workflows, support documentation systems, and keep projects moving efficiently, I’d be happy to help.

Professional Summary: I am a licensed professional nurse (Philippines) with a BSN-RN. A results-driven quality assurance professional with leadership experience in medical auditing, compliance, and patient safety. Skilled in home health regulations, including Medicare Chapter 7 and CoPs. Proficient in EMRs, Google Suite, ICD-10 coding, and CMS-485 creation. Experienced in training and mentoring employees, conducting audits, and improving workflow efficiency to ensure regulatory compliance and optimal patient outcomes. Demonstrates expertise in occupational health and safety, maternal and child health, and student health applying comprehensive knowledge to promote health education and quality care across diverse populations. Professional Experience 📍Quality Assurance Supervisor for a home health agency based in Nevada, USA, and supervised a team of QAs to maintain 3-3.5 star Medicare quality rating, achieved CHAP compliance ratings of 96% in 2020 and 100% in 2023, and guided nurses, therapists, and medical social workers to improve home health visit documentation, resulting in two consecutive successful CHAP recertifications. 📍Former Company Nurse/Safety Specialist for a garment manufacturing industry maintaining a 90-95% rating for compliance in employee safety documentation and record-keeping 📍Former Delivery Room Nurse at a Lying-in Clinic who contributed to the quality improvement of patient monitoring and documentation 📍Former Registered Nurse On-Call for a mobile clinic conducting mass physical examinations servicing various manufacturing and occupational industries 📍Former School Nurse 📍HIV/AIDS Advocate My work experience has equipped me with the following skills: 🖥️Electronic Health Record Management 🔎Compliance and Policy Review ⌨️Data Entry and Record-Keeping 📧E-mail management and Task-coordination 📖Proofreading, Editing, and Error Identification Softwares used: 🔸EMRs/EHRs: Finale Health, Data Soft Logic, Kinnser Wellsky, Perfect Note-e-efied, OfficeAlly 🔸Google Docs/Sheets/Slides 🔸MS Word/Powerpoint/Excel/Outlook/Publisher