Open to opportunities

Ramon Paulo Pilla

@ramonpaulopilla

Message

AI/LLM data analyst and healthcare professional, combining patient-care rigor with accurate data annotation.

Philippines

Message

What I'm looking for

I’m looking for a role where I can support AI/LLM quality through precise labeling and evaluation, collaborate with a team that values safety and clarity, and grow my impact by turning feedback into measurable model improvements.

I’m an Analyst-AI/LLM Practice focused on improving AI model performance through high-quality data annotation, evaluation, and training support. I work across text, audio, image, and video datasets, ensuring data quality through careful guideline adherence and thorough review.

In my AI role, I annotate images and videos using bounding boxes, object tagging, and frame-by-frame labeling, and I support audio transcription and AI voice training to strengthen speech recognition systems. I also conduct pairwise comparisons of AI-generated responses, scoring for accuracy, relevance, clarity, completeness, and safety, then provide clear justifications to drive model improvements.

My background in healthcare and data handling keeps me structured under pressure: I’ve served as a Staff Nurse and an Ambulance Team Captain (EMT/Rescuer), performing emergency patient care, coordinating documentation, and maintaining readiness of supplies and equipment. I’ve also managed pharmaceutical sales data through data verification and reporting, and I bring strong communication, reliability, and analytical thinking to every project.

Experience

Work history, roles, and key accomplishments

Current

Analyst - AI/LLM Practice

Current

Innodata Knowledge Services, Inc.

Jan 2025 - Present (1 year 3 months)

Supported development of AI models by performing data annotation and evaluation across text, audio, image, and video datasets. Conducted pairwise comparisons of AI responses for accuracy, relevance, clarity, completeness, and safety while ensuring data quality per annotation guidelines.

Data Annotation Video Annotation Audio Transcription Pairwise Comparisons Comparing AI Responses Frame By Frame Labeling

Medical Scribe/Patient Coordinator

California-Based Home Health Agency

Jan 2025 - Jan 2026 (1 year)

Provided administrative support for a US-based home health clinic by handling patient calls, performing accurate data entry, and maintaining organized charting and billing records. Ensured smooth coordination through strong communication, reliability, and consistent remote computer/internet proficiency.

Medical Scribing Patient Calls Medical Data Entry Patient Charting Remote Administration Healthcare Coordination Attention To Detail Communication Skills

Ambulance Team Captain (EMT)

Imus City Disaster and Risk Reduction Office

Jan 2018 - Jan 2020 (2 years)

Provided pre-hospital emergency care through patient assessment, airway management, and CPR with an AED. Coordinated smooth hospital handover by documenting observations and treatments, and maintained readiness through equipment checks and ambulance disinfection.

patient assessment Airway Management Childbirth Assistance Infection Control

Sales Data Management Analyst

IMS Health Operations Center Philippines, Inc.

Jan 2016 - Jan 2017 (1 year)

Maintained and processed pharmaceutical sales data in IMS Health systems, ensuring data accuracy through verification checks. Produced weekly sales analysis reports for database upload and supported internal and external stakeholders via email and phone query handling.

Pharmaceutical Sales Data Data Verification Ad Hoc Data Tasks

Staff Nurse (OPD)

Healthway Medical Clinics

Jan 2012 - Jan 2013 (1 year)

Provided OPD patient care by monitoring vital signs, managing minor emergencies, and administering vaccines as ordered by physicians. Performed diagnostic procedures (ECG, Spirometry, Audiometry, Treadmill Stress Test) and supported accurate record keeping, inventory management, and HMO coordination.