PROFESSIONAL SUMMARY
Detail-oriented professional with over 11 years of experience in Operations Management, Project Coordination, and Business Process Analysis. Proven track record in managing customer service operations, KPI monitoring, and cross-functional collaboration to drive operational excellence. Expert in developing SOPs and implementing RCA/CAPA frameworks to ensure high-quality service delivery. Recently specialized in AI/LLM data annotation and RLHF workflows, ensuring model alignment and safety.
CORE COMPETENCIES
• Leadership: Team Leadership & Training, Stakeholder Management, Project Coordination, Employee Onboarding/Offboarding.
• Operations & CX: Customer Service Operations, Escalation Management, Client Relationship Management.
• Process Improvement: Business Process Analysis, Workflow Optimization, Root Cause Analysis (RCA/CAPA), BPMN & FMEA.
• Technical Skills: SQL, Advanced Excel/Google Sheets, Data Reporting & Analysis, AI Model Evaluation.
PROFESSIONAL EXPERIENCE
DATA ANNOTATOR - AI/LLM
Innodata Services Inc. | January 2026 – May 2026
• Executes end-to-end RLHF (Reinforcement Learning from Human Feedback) workflows, focusing on Model Alignment and Safety evaluations.
• Conducts S2S (Sequence-to-Sequence) comparative analysis and rigorous hallucination detection to improve LLM accuracy.
• Reviews and classifies complex datasets (text, images, and videos) based on strict project guidelines.
• Identifies and flags factually incorrect, sensitive, or inappropriate content to ensure model safety.
BUSINESS PROCESS ANALYST
Straive | August 2025 – January 2026
• Analyzed and documented business processes to identify inefficiencies and improvement opportunities.
• Developed future-state workflows and collaborated with stakeholders to optimize operations.
• Supported process improvement initiatives through KPI monitoring and comprehensive documentation.
PROJECT LEAD
Straive | August 2021 – August 2025
• Coordinated project implementation and monitored timelines, deliverables, and operational performance.
• Developed Standard Operating Procedures (SOPs) and conducted rigorous quality audits.
• Implemented RCA/CAPA initiatives and managed high-level client escalations.
• Trained team leaders on new processes and supervised overall workflow and scheduling.
TEAM LEADER
Straive | November 2018 – August 2021
• Supervised daily operations and ensured team performance met established quality standards.
• Provided coaching and training for employee development and process compliance.
• Managed operational reporting and handled quality checks and escalations.
CUSTOMER SERVICE REPRESENTATIVE
Straive | March 2014 – November 2018
• Provided multi-channel support
• Resolved complex customer complaints and inquiries through effective problem-solving.
EDUCATION
Bachelor of Science in Information Technology Major in Computer Science
Quezon City University | 2009 – 2013
TRAININGS & CERTIFICATIONS
• BPMN & FMEA Training (2025)
• LDP Coaching Certification (2023)
• Root Cause Analysis (RCA/CAPA) (2021, 2023)
• Civil Service Professional Passer (2018)
“It definitely helped transform my business and take a significant load off for me.”
Samori Coles
SEE MORE REAL RESULTSOnlinejobs.ph "ID Proof" indicates if "they are who they say they are".
It DOES NOT indicate skill level.
ID Proof scores are 0 - 99 with 99 being the best. It is calculated based on dozens of data points.
It's intended to help employers know who they're talking to is real, and not a fake identity.