I’m looking for freelance or remote opportunities in translation, localization, and language quality assurance where I can apply my linguistic expertise and attention to detail.
Ervina Laraswati
@ervinaall
Translator and language QA expert passionate about precision, fluency, and cross-cultural clarity.
What I'm looking for
I am a multifaceted language professional with a strong background in translation, localization, and AI content development. My experience spans various industries, including academia, e-commerce, and AI training, where I have successfully handled multilingual projects. I am adept at transcription, subtitling, and interactive storytelling, ensuring that I capture the linguistic nuances and cultural contexts that are essential for effective communication.
Throughout my career, I have contributed to refining AI-generated content and enhancing user interactions through well-crafted dialogue and narratives. My freelance work as an AI chat dialogue writer and AI trainer has allowed me to develop conversational scripts and high-quality datasets, ensuring accuracy and fluency in AI applications. I am passionate about leveraging my skills to create engaging and user-friendly content that resonates with diverse audiences.
Experience
Work history, roles, and key accomplishments
Multilingual AI Trainer
Perle AI
Dec 2025 - May 2026 (5 months)
Evaluating conversational AI outputs for human-like quality and usefulness. Comparing model
responses and providing detailed quality assessments. Audio data annotation and transcription. Testing AI understanding in noisy and real-world speaking environments. Working on multilingual (English & Indonesian) AI Training and localization-related tasks.
Evaluated AI-generated conversations and responses for naturalness, coherence, grammar, accuracy, and human-like quality. Performed multilingual QA, content review, and AI training tasks in Indonesian and English. Handled various AI-related projects, including data annotation and PDF-to-JSON data extraction. Adapted to diverse project requirements while maintaining quality and
consistency.
Developed and refined training data for large language models through content evaluation, response ranking, annotation, and quality review. Assessed AI-generated outputs for accuracy, helpfulness,
naturalness, and instruction-following capabilities. Conducted safety and content evaluations,
including harmful and NSFW content assessment, to support model alignment and responsible AI
behavior.
Worked on quality assurance for AI-generated translations, reviewing and refining English–Indonesian outputs to ensure grammatical accuracy, natural fluency, and cultural relevance. This role involved post-editing machine translations, providing structured feedback, and delivering high-quality results under tight deadlines to support the improvement of AI translation models.
AI Chat Dialogue Writer
Linky Ai
Jan 2025 - Feb 2025 (1 month)
Created conversational scripts for AI chat applications, ensuring responses were natural, contextually relevant, and user-friendly. Worked on refining chatbot interactions to improve engagement and usability.
Transcribed and reviewed audio content with high accuracy using Appen’s tools. Performed speaker
diarization by identifying and tagging multiple speakers in audio files. Annotated additional features such as background noise, pauses, and other relevant audio elements. Ensured compliance with project guidelines and maintained quality standards for transcription and annotation tasks.
E-commerce Data Annotator
Thoth.AI
Nov 2024 - Nov 2024 (0 months)
Annotated e-commerce datasets through image and text labeling, object classification, and product categorization. Performed image annotation tasks including bounding box creation, object identification, and visual data labeling to support machine learning model training. Reviewed
annotation quality to ensure accuracy, consistency, and compliance with project guidelines.
AI Training for Indonesian Speakers
Outlier AI
Apr 2024 - Oct 2024 (6 months)
Evaluated and improved AI-generated content through annotation, response assessment, and quality review. Reviewed outputs for linguistic accuracy, cultural relevance, coherence, and instruction adherence. Performed safety-focused evaluations, including harmful content and NSFW assessments, to support model alignment and content policy compliance.
Translator & Subtitler
Private Company
Dec 2022 - Dec 2023 (1 year)
Translated various academic, legal, and business documents, including thesis abstracts and corporate reports. Provided subtitling services for short films (e.g. Indonesian/Javanese to English or vice versa) for a YouTube release. Performed manual timecoding using Aegisub to ensure accurate subtitle synchronization. Maintained consistency in tone, register, and cultural nuances for target audience.
Designed dynamic dialogues for NPCs in interactive storytelling projects. Focused on character consistency, narrative depth, and engaging player interactions. Developed branching dialogue structures to enhance user experience.
Education
Degrees, certifications, and relevant coursework
Universitas Negeri Yogyakarta
Bachelor of Education, English Education
2020 - 2024
Activities and societies: Volunteering in public activities regarding mental health, Sponsorship Team for English Language Education department events, Committee member in Inclusion Festival, Reporter and Editor at Student Press Agency.
Studied in the English Education Program, engaging in various volunteering activities related to mental health and participating in departmental events. Contributed as a committee member for the Inclusion Festival and worked as a reporter and editor at the Student Press Agency.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Social media
Job categories
Skills
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