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, 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.
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.
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.
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.
GBP & Local SEO Specialist at Freelance
January 1, 2024 - November 7, 2025
GBP optimization & ranking improvement; citations & NAP consistency.
Real Estate Salesperson
January 1, 2025 - January 1, 2025
Used AI tools for marketing and client communication.
Entrepreneur – Mobile & Computer Business
January 1, 2020 - January 1, 2020
Managed sales, repairs & operations; strong technical troubleshooting.
Car Wrapping & Graphic Design Specialist
January 1, 2020 - January 1, 2020
Designed vehicle graphics & signage.
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 (Freelance) at Freelance
January 1, 2024 - November 7, 2025
Optimized GBP listings and improved visibility; Performed citation building & keyword research.
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.
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 at Self-employed
January 1, 2020 - January 1, 2020
Designed custom vehicle graphics and signage; provided car wrapping and signage services.
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.

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