Edward Matthew Sia II

Edward Matthew Sia II

Data Annotation Specialist
Philippines
Filipino (Tagalog), English

About Me

I'm a highly organized operations professional with a medical background and extensive experience in team leadership and project coordination. In my recent role as an Operations Manager at Innodata Knowledge Services, I …

Experience

Team Manager and Project Delivery Lead

Innodata Knowledge Services
Jan 2024 - Jan 2025 · 1 year

<p>Managed a team of 60 analysts and their team leads in training LLMs<br>
Ensured agent KPIs are met while also maintaining output quality<br>
Coordinated with an international team of project delivery leads to monitor project volume and staffing<br>
Monitored possible shortfalls for appropriate action<br>
Maintained project rosters and weekly and monthly performance reports</p>

Team Manager and Project Delivery Lead

Innodata Knowledge Services
Jan 2024 - Jan 2025 · 1 year

Managed a team of 60 analysts and their team leads in training LLMs, Ensured agent KPIs are met while also maintaining output quality, Coordinated with an international team of project delivery leads to monitor project volume and staffing, Monitored possible shortfalls for appropriate action, Maintained project rosters and weekly and monthly performance reports

Senior Analyst

Innodata Knowledge Services
Jan 2023 - Jan 2024 · 1 year

<p>Involved in training large language models (LLMs)<br>
Provided subject matter expertise for nursing and medicine<br>
Performed text, audio, and video annotation and curation</p>

Senior Analyst

Innodata Knowledge Services
Jan 2023 - Jan 2024 · 1 year

Involved in training large language models (LLMs), Subject matter expertise for nursing and medicine, Text, audio, and video annotation and curation

Freelance Transcriber and Editor

Medical Transcriber
Jan 2020 - Jan 2023 · 3 years

<p>Transcribed handwritten medical text into digital format<br>
Edited clinical write-ups and research manuscripts<br>
Proofread other academic and research papers</p>

Freelance Transcriber and Editor

Medical Transcriber
Jan 2020 - Jan 2023 · 3 years

Transcribed handwritten medical text and into digital format, Edited clinical write-ups and research manuscripts, Proofread other academic and research papers

Intern Doctor

University of Santo Tomas Hospital
Jan 2015 - Jan 2017 · 2 years

<p>Completed a program for medical clerkship<br>
Rotated in various departments and specialties to acquire necessary knowledge and skills for graduation and board certification</p>

Intern Doctor

University of Santo Tomas Hospital
Jan 2015 - Jan 2017 · 2 years

Program for medical clerkship, Rotated in various departments and specialties to acquire necessary knowledge and skills for graduation and board certification

Intern Doctor

San Lazaro Hospital
Jan 2015 - Jan 2015

<p>Focused on Tropical Medicine and Infectious Diseases<br>
Provided diagnostics, routine care, and intensive care for ward cases including dengue, leptospirosis, rabies, TB, HIV/AIDS, and tetanus<br>
Performed triage and acute care at the ER<br>
Administered tetanus toxoid and rabies vaccines<br>
Facilitated patient care at the TB ward</p>

Intern Doctor

Dr. Jose Fabella Memorial Hospital
Jan 2015 - Jan 2015

<p>Focused on Obstetrics and Gynecology<br>
Facilitated pre-, peri-, and postnatal patient care<br>
Facilitated patients for delivery at the ER/DR<br>
Administered IV fluids, antibiotics, and labor induction<br>
Performed delivery with or without episiotomy and wound closure<br>
Provided postpartum follow-up care</p>

Operations Manager

Innodata Knowledge Services
Jan 2025

<p>Directly managed a team of 110 analysts, team managers, and delivery leads in training large language models (LLMs)<br>
Led oversight of an international project roster of 500 crowd-sourced and full-time analysts<br>
Oversaw project volume, deliverables, and staffing<br>
Ensured project KPIs are met<br>
Conducted evidence-based root-cause analyses<br>
Identified, proposed, and implemented mitigations where necessary<br>
Coordinated with the Quality team to ensure output quality is maintained<br>
Prepared weekly and monthly reports on project status, projections, and risks to relevant project managers and clients</p>

Operations Manager

Innodata Knowledge Services
Jan 2025

Managed a team of 110 analysts, team managers, and delivery leads in training large language models (LLMs), Oversaw an international project roster of 500 crowd-sourced and full-time analysts, Oversaw project volume, deliverables, and staffing, Ensured project KPIs are met; conducted evidence-based root-cause analyses, Identified, proposed, and implemented mitigations where necessary, Coordinated with the Quality team to ensure output quality is maintained, Prepared weekly and monthly reports on project status, projections, and risks to relevant project managers and clients

Intern Doctor

San Lazaro Hospital
Jan 2015

Focus on Tropical Medicine and Infectious Diseases, Diagnostics, routine care, and intensive care for ward cases: dengue, leptospirosis, rabies, TB, HIV/AIDS, tetanus, Triage and acute care at the ER, Administration of tetanus toxoid and rabies vaccines, Facilitated patient care at the TB ward

Intern Doctor

Dr. Jose Fabella Memorial Hospital
Jan 2015

Focus on Obstetrics and Gynecology, Facilitated pre-, peri-, and postnatal patient care, Facilitated patients for delivery at the ER/DR, Administration of IV fluids, antibiotics, and labor induction, Performed delivery with or w/o episiotomy and wound closure

Skills

Adobe Photoshop MS Excel Diagnostic and deductive approach Practical and critical thinking Adaptability to changes in working environment Coordination with various stakeholders Bridging between management and the rank-and-file MS Office Suite Autodesk 3ds Basic 12L ECG interpretation Basic 2D Echocardiogram interpretation Basic radiograph interpretation Basic CT plate interpretation English Filipino Practical thinking Critical thinking Adaptability Stakeholder coordination Management communication Minimal supervision 12L ECG interpretation 2D Echocardiogram interpretation Radiograph interpretation CT plate interpretation Large language model training Text annotation Audio annotation Video annotation Medical transcription Editing Proofreading Clinical writing Research manuscript editing
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