Open to opportunities

Syefira Sal Sabilla

@firabella

Message

I’m an AI evaluator and QA specialist for LLM quality, safety, and alignment.

Indonesia

Message

What I'm looking for

I want to evaluate and improve LLMs with rigorous QA and RLHF workflows, ensuring safety, instruction adherence, and strong user value—while collaborating cross-functionally and delivering clear, actionable, evidence-based feedback.

I’m an AI evaluator and QA specialist focused on LLM response assessment—from accuracy and reasoning quality to instruction adherence, safety compliance, and overall user value. I support AI training and evaluation through structured annotation, preference ranking, error identification, and multilingual quality review across diverse outputs.

I’ve built my judgment through more than a decade of auditing experience at the Indonesian Ministry of Finance, where rigorous evaluation, evidence-based decisions, and quality assurance are core responsibilities. I’m known for strong analytical reasoning, exceptional attention to detail, and the ability to apply complex guidelines consistently at scale.

In current freelance work, I evaluate and benchmark 200+ AI-generated responses using multi-dimensional quality rubrics and contribute to RLHF/model alignment via comparative response ranking. I also deliver precise English evaluations for Indonesian-language AI outputs, produce comprehensive annotation feedback, and ensure labeling/validation quality for multilingual datasets.

Experience

Work history, roles, and key accomplishments

Current

Data Annotator

Current

Freelance

Jan 2026 - Present (5 months)

Annotated, classified, and validated 200+ instances across multilingual AI training datasets while applying structured annotation guidelines. Performed quality review/validation checks that reduced labeling inconsistencies and met productivity and quality targets per client specifications.

Data Annotation Data Labeling Data Validation SFT Support Quality Assurance Annotation Consistency Checks

Current

LLM Response Evaluator

Current

Freelance

Jan 2026 - Present (5 months)

Evaluated and benchmarked 200+ AI-generated responses using multi-dimensional quality rubrics to support RLHF and model alignment. Identified reasoning errors, policy/safety violations, formatting issues, and produced detailed annotation feedback for multilingual outputs.

Comparative Response Analysis Preference Ranking Content Moderation

Current

Website Quality & UX Reviewer

Current

Freelance

Jan 2026 - Present (5 months)

Assessed 10+ websites to identify navigation issues, confusing layouts, and barriers to engagement. Provided actionable recommendations using usability heuristics and structured evaluation methods to improve UX clarity and user satisfaction.

Interface Clarity Assessment

Current

Internal Auditor

Current

Indonesian Ministry of Finance

Dec 2016 - Present (9 years 6 months)

Contributed to 30+ compliance, performance, and investigative audits using risk-based audit methodologies. Produced 30+ audit reports with actionable recommendations and improved risk assessment quality and internal control evaluations using CRMO-based frameworks.

Compliance Auditing Auditing Internal Controls CRMO Frameworks Evidence Based Judgment

In-House Editorial Writer

Indonesian Ministry of Finance

Jan 2018 - Jan 2022 (4 years)

Produced and edited 15+ professional articles and publications on auditing and risk management while ensuring compliance with editorial standards. Conducted fact-checking and source verification and translated complex technical/regulatory topics into clearer content for broader audiences.

Editorial Writing Fact Checking Indonesian Professional Writing Auditing & Risk Management Content