Chemin AI

• Listen to Cantonese-English healthcare audio recordings and transcribe them accurately • Segment audio into natural speech units • Identify and label speakers when multiple voices are present • Add simple annotations (such as gender, age group, and emotion) • Review and validate transcription quality through Quality Control (QC) tasks, if assigned • Follow project guidelines to maintain high-quality outputs • Communicate with the Project Manager when clarification is needed • Complete assigned tasks within the project timeline Project Details - Duration: 2 months - Project Period: July 20 – September 2026 - Time commitment: At least 4 hours per day (including weekends when required) - Daily target: Minimum 3 tasks per day - Onboarding Training: Mandatory (TBD, during office hours 9am-6pm GMT+8) - Working hours: Flexible (tasks can be completed anytime before the project deadline)

Role Description We are looking for medical professionals and individuals with healthcare knowledge to join a remote medical transcription project that helps train AI language systems. - Listen to authentic Cantonese-English healthcare conversations and accurately transcribe what you hear. - Segment audio into natural speech units. - Identify and label speakers when multiple voices are present. - Add simple annotations (such as gender, age group, and emotion). - Review and validate transcription quality through Quality Control (QC) tasks, if assigned. - Follow project guidelines to maintain high-quality outputs. - Communicate with the Project Manager when clarification is needed. - Complete assigned tasks within the project timeline. Qualifications - Fluent in spoken Cantonese and able to write in Traditional Chinese. - Familiar with the Hong Kong Cantonese accent (preferred). - Familiarity with healthcare terminology used in hospitals or clinical environments. - Fluent in English for understanding project guidelines and project communication. - Familiar with using a Cantonese Jyutping keyboard. - Strong listening and comprehension skills across different speakers, accents, and background noise. - Detail-oriented with the ability to maintain at least 95% transcription accuracy. - Access to a laptop or desktop computer, headset, and stable internet connection. Requirements - Medical students, allied health professionals, medical interpreters, medical transcriptionists, healthcare workers, or individuals familiar with medical terminology. - Candidates based in Hong Kong are strongly encouraged to apply. - Applicants from other locations are welcome if they can confidently understand and transcribe Hong Kong Cantonese. - Complete a mandatory pre-assessment as part of the screening process. Benefits - Work remotely from anywhere. - Be part of an AI project representing authentic Cantonese-English healthcare conversations. - Priority consideration for future opportunities. - Gain hands-on experience in AI language data, transcription, and quality control. - Contribute to building smarter and more inclusive AI language technologies. Project Details - Duration: 2 months. - Project Period: July 20 – September 2026. - Time commitment: At least 4 hours per day (including weekends when required). - Daily target: Minimum 3 tasks per day. - Onboarding Training: Mandatory (TBD, during office hours 9am-6pm GMT+8). - Working hours: Flexible (tasks can be completed anytime before the project deadline). - Pay Rate: USD 0.10 per accepted task (AHT: ~3–5 minutes per task). - Quality Control (QC): USD 0.10 per accepted task. - Audio Length: 1–9 seconds.

• Research AI, machine learning, robotics, autonomous vehicles, and data annotation topics to support content development. • Write case studies that clearly communicate customer challenges, Chemin's approach, measurable outcomes, and business impact. • Produce technical blog articles, educational explainers, and thought leadership content for enterprise audiences. • Translate complex AI and operational concepts into clear, engaging, and commercially relevant narratives. • Collaborate with Growth and Marketing teams to ensure content aligns with Chemin's messaging, tone, and positioning. • Incorporate feedback from technical reviewers and editors to refine articles before publication. • Optimise articles for readability, structure, SEO, and digital publishing best practices. • Source supporting references, statistics, and research where appropriate. • Maintain consistency across all published content.

Role Description Chemin builds the data pipelines and reinforcement learning workflows that power autonomous vehicles, robotics, and the next generation of AI agents. We are looking for a Technical Writer to transform complex AI projects into clear, engaging, and business-focused content. This role is ideal for someone who enjoys learning about emerging technologies and translating technical concepts into content that customers, partners, and industry professionals can easily understand. This is a fully remote, freelance position, compensated on a per-article basis. You will work closely with our Growth, Marketing, and Technical teams to research topics and projects, and produce high-quality written content for Chemin's website and thought leadership channels. - Research AI, machine learning, robotics, autonomous vehicles, and data annotation topics to support content development. - Write case studies that clearly communicate customer challenges, Chemin's approach, measurable outcomes, and business impact. - Produce technical blog articles, educational explainers, and thought leadership content for enterprise audiences. - Translate complex AI and operational concepts into clear, engaging, and commercially relevant narratives. - Collaborate with Growth and Marketing teams to ensure content aligns with Chemin's messaging, tone, and positioning. - Incorporate feedback from technical reviewers and editors to refine articles before publication. - Optimise articles for readability, structure, SEO, and digital publishing best practices. - Source supporting references, statistics, and research where appropriate. - Maintain consistency across all published content. Qualifications - Excellent writing and editing skills with strong attention to detail. - Ability to understand technical concepts and explain them clearly to non-technical audiences. - Experience writing long-form articles, case studies, technical blogs, whitepapers, or similar content. - Strong research skills and the ability to interview stakeholders to gather information independently. - Able to organise information into clear, logical, and compelling narratives. - Comfortable working remotely and managing deadlines independently. - Familiarity with AI, machine learning, robotics, software, SaaS, enterprise technology, or engineering is preferred. - Experience with tools such as Google Docs, Notion, Grammarly, ChatGPT, Claude, Perplexity, or similar writing and research tools is an advantage. Requirements - You don’t need to be an AI expert on day one. We’re looking for someone who enjoys researching complex topics, asking thoughtful questions, and turning technical knowledge into content that business audiences can understand. Benefits - Fully remote. - Freelance / contract engagement. - Compensation starts from USD 100 to USD 150 per approved article, with higher rates available based on complexity, quality of work, and long-term collaboration. - Writers typically begin with 2–3 article assignments per month, with opportunities to take on 4–6 articles per month based on performance and business needs. - Article assignments will include case studies, blog posts, technical explainers, customer stories, industry insights, and research summaries. Bonus Points - Experience writing B2B technology or AI content. - Experience interviewing technical teams or subject matter experts. - Understanding of AI training data, reinforcement learning, robotics, autonomous vehicles, or enterprise AI. - Portfolio demonstrating technical writing, case studies, or long-form educational content. - Experience with SEO writing or content optimisation.

• Submit eligible business or marketing emails from your inbox • Ensure the email subject line is originally written in **Bahasa Melayu** or **Bahasa Indonesia** • Submit emails from legitimate business or company senders • Follow the project guidelines to ensure all submissions meet the required quality standards • Complete submissions within the project timeline

Role Description Kaya by Chemin Sdn Bhd is looking for contributors from Malaysia and Indonesia to join a remote AI data collection project. Your task in this project is to submit eligible business, promotional, and marketing emails from your inbox. These email subject lines help train AI systems to better understand real-world business communications in Bahasa Melayu and Bahasa Indonesia. - Submit eligible business or marketing emails from your inbox - Ensure the email subject line is originally written in Bahasa Melayu or Bahasa Indonesia - Submit emails from legitimate business or company senders - Follow the project guidelines to ensure all submissions meet the required quality standards - Complete submissions within the project timeline Qualifications - Based in Malaysia or Indonesia - Have access to an email inbox containing business, promotional, or marketing emails - Able to identify emails from legitimate business or company senders - Able to follow project guidelines carefully - Detail-oriented and able to submit accurate data - Willing to complete a mandatory registration before participating Requirements - Eligible Email Categories: - Promotional (offers, discounts, campaigns) - Social (community or social network updates) - News (newsletters and media updates) - Transactional (order, payment, or booking confirmations) - High Impact (financial alerts, digital signatures, account notifications, or other emails requiring immediate attention) Benefits - Work remotely from anywhere - Flexible participation - Earn for each approved submission - Contribute to improving multilingual AI language systems - Priority consideration for future Kaya projects

Role Description We are looking for contributors based in Malaysia and Indonesia to join a short-term remote project helping train next-generation AI vision systems. Your task in this project is to record first-person (egocentric) videos of your everyday activities using your smartphone. These recordings help AI better understand how people naturally interact with objects and navigate daily environments from a human perspective. If you're comfortable recording your daily activities, detail-oriented, and can commit a few hours each day, this project is for you. What You'll Be Doing - Record first-person (egocentric) videos using your smartphone - Capture a variety of daily household and residential activities following the project guidelines - Ensure recordings meet the required quality, duration, framing, and environmental requirements - Upload completed recordings through the designated platform - Follow project guidelines to maintain high-quality submissions - Re-record videos when requested to meet quality standards - Communicate actively with the Project Manager through Discord - Complete assigned daily recording targets throughout the project period Project Details - Duration: Approximately 3 weeks - Time commitment: Around 4–6 hours per day - Daily target: 15 video recordings per day - Average Handling Time (AHT): Approximately 15–20 minutes per recording - Onboarding Training: Mandatory (TBD, office hour 9am-6pm MYT) - Working hours: Flexible (daily targets must be completed within the assigned deadline) - Project Period: 20 July – 7 August 2026 Pay Rate - Execution: USD 3 per ACCEPTED hour recording - Quality Control (QC): USD 0.25 per accepted recording hour What Do I Need? Device Requirements - Own one of the following supported smartphones: - iPhone 12 or newer - Samsung Galaxy S21 or newer - Google Pixel 7 or newer - Comfortable installing and using mobile applications if required - Able to troubleshoot basic smartphone or application issues independently - Willing to purchase the required headset (reimbursement status to be confirmed) Project Requirements - Based in Malaysia or Indonesia - Able to commit throughout the entire project period (20 July – 7 August 2026) - Available to complete approximately 15 recordings per day (1-3 minutes per recording) - Comfortable recording everyday activities from a first-person perspective inside residential environments - Reliable, consistent, and able to follow daily recording schedules - Detail-oriented and able to follow instructions precisely - Open to feedback and willing to re-record videos when required - Active on Discord for daily communication and project updates Benefits - Work remotely from your own home - Contribute to cutting-edge AI vision technology - Gain hands-on experience in AI data collection projects - Priority consideration for future opportunities - Be part of a growing AI workforce community

• Listen to Cantonese-English audio clips and transcribe them accurately • Segment audio into natural speech units • Identify and label speakers when multiple voices are present • Add simple annotations (e.g. gender, age group, emotion) • Review and validate transcription quality through Quality Control (QC) tasks, if assigned • Follow project guidelines to maintain high-quality outputs • Communicate actively with the Project Manager for clarifications • Complete assigned tasks within the project timeline

Role Description We are looking for fluent Cantonese speakers and writers who have a healthcare background or are familiar with medical terminology to join a short-term remote project helping train AI language systems. The recordings in this project are in Cantonese-English (code-switching), meaning speakers naturally switch between Cantonese and English within the same conversation. As such, fluency in both Cantonese and English is required. Your task in this project is to listen to Cantonese-English audio recordings and transcribe them accurately. Many of these recordings contain healthcare-related conversations, making familiarity with medical terminology essential for producing high-quality transcriptions. Your work will help AI better understand authentic Cantonese-English speech across different speakers, accents, and speaking styles. If you're comfortable working with audio, detail-oriented, and can commit a few hours a day, this project is for you. What You'll Be Doing? - Listen to Cantonese-English audio clips and transcribe them accurately - Segment audio into natural speech units - Identify and label speakers when multiple voices are present - Add simple annotations (e.g. gender, age group, emotion) - Review and validate transcription quality through Quality Control (QC) tasks, if assigned - Follow project guidelines to maintain high-quality outputs - Communicate actively with the Project Manager for clarifications - Complete assigned tasks within the project timeline Project Details - Duration: 2 months - Project Period: July 20 – September 2026 - Time commitment: At least 4 hours per day (including weekends when required) - Daily target: Minimum 3 tasks per day - Onboarding Training: Mandatory (TBD, during office hours 9am-6pm GMT+8) - Working hours: Flexible (tasks can be completed based on the project deadline) Pay Rate - Execution: USD 0.10 per accepted task (AHT: ~3–5 minutes per task) - Quality Control (QC): USD 0.10 per accepted task What Do I Need? - Fluent in spoken Cantonese and able to write in Traditional Chinese - Fluent in English for project communication and understanding project guidelines - Cantonese speakers from Hong Kong and Malaysia are welcome to apply - Healthcare background or familiarity with medical terminology commonly used in hospital or clinical environments - Familiar with using a Cantonese Jyutping keyboard - Strong listening and comprehension skills, with the ability to understand different accents, speaking styles, and background noise - Detail-oriented and patient, able to maintain at least 95% accuracy - Willing to ask questions when unsure - Have access to a laptop or desktop computer, headset, and a stable internet connection - Ability to manage your own time and meet deadlines - Complete a mandatory pre-assessment as part of the screening process here: Pre-assessment link - Bonus point: Previous experience in transcription, audio annotation, data labelling, linguistics, healthcare-related language work, or AI-related projects. Benefits - Work remotely from anywhere - Be part of an AI project representing authentic Cantonese-English healthcare conversations - Priority consideration for future opportunities - Gain hands-on experience in AI language data, transcription, and quality control - Contribute to building smarter and more inclusive AI language technologies

• Record natural bilingual conversations by following client-provided scripts • Transcribe your own recordings accurately • Segment audio into natural speech units • Identify and label speakers when multiple voices are present • Apply transcription guidelines, punctuation, and annotation tags correctly • Follow project guidelines to maintain high-quality outputs • Communicate actively with the Project Manager for clarifications