Filipino LLM Evaluator | Tagalog AI Trainer | AI Quality, Customer-Service & Sales Evaluation

I am a Filipino IT and Service Operations professional with 8+ years of experience in Incident Management, Escalation Management, customer-impact analysis, quality assurance, root-cause analysis, SLA/KPI management, technical documentation, and cross-functional communication.

I am building my specialization in Filipino/Tagalog LLM evaluation and AI training, with a focus on helping AI systems communicate more naturally, accurately, safely, and effectively with Filipino users.

My goal is not only to evaluate AI responses, but also to identify weaknesses, provide structured feedback, refine responses, and help improve AI behavior for real-world Filipino customer-service and sales conversations.

Filipino / Tagalog AI Evaluation
I can evaluate AI-generated responses for:

Filipino/Tagalog grammar
Naturalness and fluency
Filipino conversational language
Taglish / Filipino-English communication
Filipino cultural context
Contextual understanding
Accuracy and factuality
Helpfulness and relevance
Hallucination detection
AI safety
Tone and professionalism
Instruction following
Response ranking and comparison
💬 Customer-Service AI

I can evaluate and improve AI customer-service responses to determine whether the AI:
Understands the customer's actual concern
Responds naturally in Filipino or Taglish
Provides accurate and useful information
Handles complaints appropriately
Maintains a professional and empathetic tone
Avoids unsupported claims
Knows when escalation is appropriate
Provides safe and responsible guidance
Resolves the customer's concern effectively
💰 Sales AI

I can also evaluate and improve AI responses used in sales and lead-conversion conversations.

This includes:
Filipino sales conversations
Lead qualification
Product and service recommendations
Customer objections
Price-related objections
Sales follow-ups
Lead nurturing
Customer questions before purchase
Conversion-focused responses
Sales chatbot evaluation
Filipino sales tone and communication
Customer-service-to-sales conversations
AI-generated sales scripts

I can assess whether an AI sales response is:
Natural — Does it sound like a real Filipino sales conversation?
Relevant — Does it address the customer's actual question?
Persuasive — Does it help move the conversation forward without being overly aggressive?
Accurate — Does it avoid inventing product features, prices, policies, or guarantees?
Customer-focused — Does it understand the customer's needs rather than simply pushing a sale?
Context-aware — Does it recognize the customer's buying stage and intent?
Safe and ethical — Does it avoid misleading or manipulative sales practices?

AI Response Improvement

Beyond evaluation, I can help create structured feedback for improving AI responses.
For example:

Original AI Response
→ Identify problems
→ Explain why the response is weak
→ Provide an improved Filipino/Taglish response
→ Explain why the improved response is better
→ Create evaluation criteria
→ Generate additional examples for AI training

This can help AI systems become more effective in Filipino customer service, sales, lead qualification, and conversational interactions.

💼 Professional Background
My 8+ years in IT and Service Operations have developed strong skills in:
Incident Management
Escalation Management
Root Cause Analysis
Customer Impact Assessment
Quality Monitoring
SLA/KPI Management
Technical Analysis
Pattern Recognition
Problem Identification
Documentation
Stakeholder Communication
Process Improvement
Customer Experience

These skills are highly transferable to AI evaluation because LLM evaluation requires careful analysis, consistency, attention to detail, structured judgment, problem identification, and clear written reasoning.

Target Opportunities

I am interested in remote opportunities involving:
Filipino LLM Evaluation
Tagalog LLM Evaluation
Filipino AI Training
Tagalog AI Training
Filipino Language AI
AI Response Evaluation
AI Data Annotation
AI Quality Assurance
Conversational AI Evaluation
Customer-Service AI Evaluation
Sales AI Evaluation
AI Sales Trainer
AI Conversation Reviewer
AI Safety Evaluation
Filipino Language & Cultural Evaluation

Availability
Open to:
Freelance projects
Part-time work
Contract work
Full-time opportunities
Project-based AI training
AI evaluation and quality-assurance projects
Customer-service AI projects
Sales AI projects

Location: Philippines
Languages: Filipino/Tagalog and English
Work Setup: Remote