Open to opportunities

Arif Andryne

@aiffndryne

I help AI teams make their models sound more human and work more reliably. I'm a freelance AI data specialist focused on speech and language.

Indonesia

Message

What I'm looking for

I'm looking for remote, ongoing work in AI data especially on speech annotation, audio transcription, and AI response evaluation, especially projects involving. I prefer long term projects where careful, consistent and quality matters.

help AI teams make their models sound more human and work more reliably.

I'm a freelance AI data specialist focused on speech and language. I evaluate live voice conversations with AI models, judging whether the flow feels natural, the tone fits the moment, and the model actually gets the job done. Every rating is backed by clear written rationales, and I design test scenarios that push a model's emotional intelligence and conversational skills.

What I do:

• Speech annotation, speaker identification, and audio segmentation

• Line-by-line transcript review against audio

• Evaluating and ranking AI responses for accuracy, coherence, and safety

• Indonesian-language evaluation and annotation, where everyday phrasing and tone matter

• Indonesian (native speaker)

Certified in AI Fundamentals and LLM Threat Analyst (Skill Academy). I'm detail-oriented, communicate clearly, and adapt quickly when guidelines change without letting quality slip.

Experience

Work history, roles, and key accomplishments

Current

Live Speech Evaluator (Freelance)

Current

Outlier AI

Mar 2026 - Present (7 months)

Conduct real-time voice conversations with AI models and judge how they come across is the flow natural, does the tone fit the moment, does the model get the job done? Back every rating with clear written rationales and design test scenarios that push the model's emotional intelligence and conversational skills. Also handle Indonesian-language sessions, where everyday phrasing and tone matter.

Speech Recognition Speech Evaluation Transcription AI Evaluation AI Annotation Indonesian Language Critical Thinking Critical Listening Conversational AI Testing Threat Analysis Guideline Following Quality Assurance

Current

Audio Transcription Specialist

Current

Alignerr

Jan 2025 - Present (1 year 9 months)

Label audio and text data used to train AI models on segmenting speech, identifying speakers, and checking transcripts line by line against the audio until they match. Adapt quickly to frequently changing guidelines while keeping quality consistent. Also worked on Indonesian-language projects.

Transcription AI Training Speech to Text Critical Listening Speech Recognition Indonesian Language Guideline Following Listening Writing Quality Assurance

Education

Degrees, certifications, and relevant coursework

MA Al-Fatah

Highschool Degree, Social Science

2019 - 2022

Grade: 85

Activities and societies: Coursework in Sociology, Economics, Geography, and History. Practiced analyzing social patterns and community behavior, writing structured reports, and presenting group projects. Built strong skills in reading context, understanding how people communicate, and paying attention to cultural and language nuance.

Completed senior high school education in Indonesia. Developed strong Indonesian language and communication skills, along with discipline, attention to detail, and the ability to work independently. Since graduating, I have built practical skills in AI data work through hands-on freelance projects and self-directed certifications.

Skill Academy

LLM Threat Analyst

2026 - 2026

Learned how large language models can be attacked and misused, from prompt injection and jailbreaks to data leakage and unsafe outputs. Practiced spotting these risks, testing model responses against them, and judging how well safeguards hold up.

Skill Academy

Certification, AI Fundamentals (2025) dan LLM Threat Analyst (2024)

2024 - 2025

Grade: .

Completed training on how AI and machine learning work, why data quality matters, and how annotation fits into model development. Also studied how large language models can be attacked and misused, including prompt injection, jailbreaks, and unsafe outputs, and practiced testing model responses against these risks.

Skill Academy

Al Fundamentals

2024 - 2024

Covered the basics of how Al and machine learning work, from how models learn from data to why data quality matters. Also learned how data annotation fits into building and improving Al models.