Andri N.-Professional AI Editorial Analyst and Data Annotation Specialist
Check rate
Experience
Data Annotator
Stealth
- Perform precise object labeling using bounding boxes to train advanced computer vision systems.
- Execute multi-frame object tracking to maintain strict identity consistency and spatial accuracy across video sequences.
- Classify diverse objects according to complex project ontologies and structured labeling guidelines.
- Review and verify annotation quality, identifying edge cases to optimize training dataset reliability.
- Collaborate closely with AI Engineers to refine labeling criteria and update data guidelines.
- Consistently meet daily throughput targets while upholding strict data quality and accuracy metrics.
AI Editorial Analyst
Gini Talent (Yandex)
- Generate initial content drafts and brainstorm complex ideas to serve as high-quality golden datasets.
- Craft effective prompts to guide large language models (LLMs) in producing accurate and contextually relevant content outputs.
- Review, edit, and fact-check AI-generated text to ensure linguistic excellence, proper tone, and technical accuracy.
- Evaluate outputs against safety and ethical frameworks to maintain compliance with established AI guidelines.
- Collaborate with cross-functional teams to integrate AI models seamlessly into creative and analytical workflows.
- Exceed content production targets while maintaining exceptional editorial and formatting standards.
Quality Assurance / Video Labeler
Appen (BPO TikTok)
- Accurately labeled objects, events, and complex activities within short-form video content according to strict client guidelines.
- Ensured robust data quality and cross-dataset consistency by adhering strictly to complex labeling protocols.
- Identified, documented, and reported edge cases, inconsistencies, and ambiguities in raw data and instructions.
- Collaborated with team leads to iteratively improve automated labeling processes and guideline clarity.
- Maintained 100% adherence to daily and weekly labeling quotas while sustaining high accuracy ratings.
Data Annotator / Image Labeler
Nexter
- Labeled objects, semantic features, and attributes within large-scale image repositories based on detailed guidelines.
- Utilized advanced annotation tools to construct bounding boxes, polygons, key points, and semantic segmentations.
- Maintained exceptional levels of accuracy and consistency across rapid-turnaround labeling assignments.
- Analyzed data assets to flag and report inconsistencies or structural ambiguities in the ingestion pipeline.
- Met or exceeded all daily and weekly annotation targets to keep production timelines on schedule.
Co-founder and Administrative Project Manager
Axometrix
- Managed day-to-day administrative operations, including HR management, internal budget control, and corporate compliance.
- Developed comprehensive Standard Operating Procedures (SOPs) and standardized templates to streamline multi-project lifecycles.
- Interfaced directly with corporate clients to manage administrative onboarding, alignment, and final project sign-offs.
- Supported technical project teams through detailed reporting, rigorous documentation control, and tender document preparation.
- Secured long-term trust and repeated contract renewals from diverse corporate and public-sector clients.
Document Controller
Exxon Mobil Cepu Limited
- Supported the QA/QC division by driving project administration and establishing an ironclad internal document control system.
- Maintained absolute record integrity for thousands of technical and compliance documents up to final project closeout.
- Managed highly confidential technical data and aligned international budgeting compliance for government regulatory official trips.
- Coordinated cross-divisional document transfers and managed external third-party communication channels efficiently.
Technical and Engineering Document Controller
Advance Offshore Services
- Managed and audited technical documents including Project Reports, Manuals, PMS Logbooks, Catalogs, and Marine Certificates.
- Designed and built a centralized document library from scratch, radically improving asset retrieval times for engineering teams.
- Executed cataloging, structural classification, and precise physical/digital shelving of mission-critical project files.
- Supported the tendering and audit divisions, successfully passing all compliance requirements from global principals and clients.
Co-founder and Administrative Project Manager
Axometrix
- Established the primary operational infrastructure for the startup, covering sales, marketing, HR, budgeting, and legal registration.
- Successfully acquired high-value foundational clients, including prominent law firms and the Ministry of Health.
- Oversaw end-to-end project tracking, reporting, and client communications to ensure scopes were delivered on time and within budget.
Librarian
First News
- Supported the news department by engineering an efficient system for managing and controlling high-volume audio-visual documentation.
- Cataloged, classified, and indexed a massive multi-media archive database for rapid-response newsroom retrieval.
- Designed workflows and implemented modern library automation software to transition legacy processes to high-throughput systems.
News Library Officer
PT Cipta TPI
- Contributed to the successful migration of legacy analog audio-visual storage systems into state-of-the-art digital broadcast archives.
- Cataloged, classified, and archived daily news feeds and raw broadcast materials for production teams.
- Compiled comprehensive analytical data reports on news gathering, editing cycles, and broadcast history.
Industry experience
See where this freelancer has spent most of their professional time.
Experienced in Government and Administration, Media and Entertainment, Energy, Professional Services, Information Technology, and Aerospace and Defense.
Business area experience
See which departments and functions this freelancer has contributed to most.
Experienced in Project Management, Finance, Human Resources, Legal, Marketing, and Sales.
Summary
Experienced professional in AI Content Development and Data Annotation, specializing in high-accuracy data labeling, prompt engineering, and RLHF (Reinforcement Learning from Human Feedback) for global tech platforms. Ensure rigorous data quality, linguistic precision, and ethical standards in AI training models. Backed by over a decade of experience as a Document Control Specialist and Project Manager for multinational energy and media companies, demonstrating a proven track record in managing technical documentation, streamlining digital workflows, and implementing scalable information systems.
Skills
- Ai & Data Operations: Ai Writing, Data Annotation (Text, Image, Video), Prompt Engineering, Rlhf, Quality Assurance (Qa/Qc), Ontology Customization
- Information & Document Control: Document Control, Information Architecture, Cataloging, Classification, Database Management, Sop Development
- Project & Business Management: Project Management, Cross-Functional Leadership, Budget Control, Vendor & Client Relations, Tender Preparation
- Technical & Digital Tools: Software Qa/Qc Basics, Wordpress Management, Web Hosting/Domain Administration, Adobe Photoshop, Coreldraw
Languages
Education
Universitas Padjadjaran
Bachelor of Information and Library Science · Information and Library Science · Jakarta, Indonesia · 3.18
Certifications & licenses
English Proficiency Test (Score: 518)
LB LIA
General English (Basic, Intermediate, Advanced)
LB LIA
Software Quality Assurance
Digital Kominfo
Statistics
Experience
Global experience
Expertise
Qualifications
Profile
Frequently asked questions
Have questions? Find more information here.
Andri is based in North Jakarta City, Indonesia and can operate in on-site, hybrid, and remote work models.
Andri speaks the following languages: Indonesian (Native), English (Advanced).
Andri has at least 18 years of experience. During this time, Andri has worked in at least 9 different roles and for 9 different companies. The average length of individual experience is 2 years and 10 months. Note that Andri may not have shared all experience and actually has more experience.
Based on recent experience, Andri would be well-suited for roles such as: Data Annotator, AI Editorial Analyst, Quality Assurance / Video Labeler.
Andri's most recent position is Data Annotator at Stealth.
In recent years, Andri has worked for Stealth, Gini Talent (Yandex), Appen (BPO TikTok), Nexter, and Axometrix.
Andri is most experienced in industries like Government and Administration, Energy, and Media and Entertainment. Andri also has some experience in Professional Services, Information Technology, and Aerospace and Defense.
Andri is most experienced in business areas like Project Management, Finance, and Human Resources. Andri also has some experience in Legal, Marketing, and Sales.
Andri has recently worked in industries like Government and Administration, Information Technology, and Media and Entertainment.
Andri has recently worked in business areas like Finance, Human Resources, and Project Management.
Andri holds a Bachelor in Information and Library Science from Universitas Padjadjaran.
Andri has 3 certificates. These include: English Proficiency Test (Score: 518), General English (Basic, Intermediate, Advanced), and Software Quality Assurance.
Andri is immediately available full-time for suitable projects.
Daily rate distribution
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Average rates for similar positions
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Calculated based on our freelancers’ daily rates as of 10 Oct 2026. Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
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