I am a detail-oriented AI practitioner skilled in computer vision annotation, NLP labeling, ASR transcription, and LLM evaluation. I excel in building scalable annotation workflows, QA processes, and dataset testing using Roboflow, CVAT, and Labelbox. I am bilingual with native Mandarin and intermediate English, capable of translation, proofreading, and linguistic QA. I also optimize Google Business Profiles and Local SEO, and I bring an entrepreneurial mindset with independence, problem-solving skills, and rapid learning.

Kwan Wee On (WeYond Kwan)

I am a detail-oriented AI practitioner skilled in computer vision annotation, NLP labeling, ASR transcription, and LLM evaluation. I excel in building scalable annotation workflows, QA processes, and dataset testing using Roboflow, CVAT, and Labelbox. I am bilingual with native Mandarin and intermediate English, capable of translation, proofreading, and linguistic QA. I also optimize Google Business Profiles and Local SEO, and I bring an entrepreneurial mindset with independence, problem-solving skills, and rapid learning.

Available to hire

I am a detail-oriented AI practitioner skilled in computer vision annotation, NLP labeling, ASR transcription, and LLM evaluation. I excel in building scalable annotation workflows, QA processes, and dataset testing using Roboflow, CVAT, and Labelbox.

I am bilingual with native Mandarin and intermediate English, capable of translation, proofreading, and linguistic QA. I also optimize Google Business Profiles and Local SEO, and I bring an entrepreneurial mindset with independence, problem-solving skills, and rapid learning.

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Language

Chinese
Fluent
English
Intermediate
Malay
Beginner

Work Experience

Real Estate Salesperson at Johor Bahru
January 1, 2025 - January 1, 2025
Real estate sales, marketing & client communication; leveraged AI tools to enhance marketing and communication.
Real Estate Salesperson at Real Estate
January 1, 2025 - January 1, 2025
Used AI tools to enhance marketing and communication, supporting client outreach and property promotions.
Real Estate Salesperson
January 1, 2025 - January 1, 2025
Used AI tools for marketing and client communication.
Real Estate Salesperson at Johor Bahru, Malaysia
January 1, 2025 - January 1, 2025
Provided professional property consultation and marketing services for local clients. Applied AI tools in marketing, writing, and client communication to improve efficiency.
GBP & Local SEO Specialist (Freelance) at Freelance
January 1, 2024 - November 7, 2025
Optimized GBP listings and improved visibility; Performed citation building & keyword research.
AI Data Labeling Specialist (Freelance) at Freelance (Remote)
January 1, 2024 - November 7, 2025
Annotated CV datasets (PPE, objects, vehicles, lanes); Transcribed Mandarin and Cantonese audio with labels; Performed LLM evaluations and dataset QA; Built & tested models in Roboflow.
GBP & Local SEO Specialist at Freelance
January 1, 2024 - November 7, 2025
GBP optimization & ranking improvement; citations & NAP consistency.
AI Data Labeling Specialist at Freelance
January 1, 2024 - November 7, 2025
Label computer vision datasets (PPE, objects, lanes); ASR transcription with labeling; LLM evaluation tasks; Roboflow training & inference.
Car Wrapping & Graphic Design Specialist at Self-employed
January 1, 2020 - January 1, 2020
Designed custom vehicle graphics and signage; provided car wrapping and signage services.
Entrepreneur – Mobile & Computer Business at Self-employed
January 1, 2020 - January 1, 2020
Managed sales, repairs, customer service & operations for mobile and computer services.
Car Wrapping & Graphic Design Specialist
January 1, 2020 - January 1, 2020
Designed vehicle graphics & signage.
Entrepreneur – Mobile & Computer Business
January 1, 2020 - January 1, 2020
Managed sales, repairs & operations; strong technical troubleshooting.
Car Wrapping & Graphic Design Specialist at Johor Bahru, Malaysia
January 1, 2020 - January 1, 2020
Designed custom vehicle wraps, signage, and branding materials for clients. Gained strong creative design and visual presentation skills.
Entrepreneur – Mobile & Computer Business at Johor Bahru, Malaysia
January 1, 2020 - January 1, 2020
Founded and managed a small business offering mobile phone and computer sales, repairs, and technical support. Handled business operations, marketing, customer service, and inventory management independently.

Education

Diploma in Information Technology at Local College, Johor Bahru, Malaysia
January 1, 2020 - November 7, 2025

Qualifications

Diploma in Information Technology (Incomplete)
January 11, 2030 - November 7, 2025
Diploma in Information Technology (Incomplete)
January 11, 2030 - November 7, 2025
Diploma in Information Technology (Incomplete)
January 11, 2030 - November 7, 2025

Industry Experience

Real Estate & Construction, Retail, Computers & Electronics, Software & Internet, Media & Entertainment, Professional Services, Education, Other