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• Engage in conversations with a real-time speech-to-speech AI model • Evaluate performance based on speech recognition, audio quality, conversation flow, and content accuracy • Provide accurate and consistent ratings based on project guidelines • Complete assigned tasks within the given timelines • Each conversation will last approximately 8 to 10 minutes.

Role Description Join the CrowdGen team as an Independent Contractor for Video Collection Project. The goal of this project is to support research on how people search for potentially harmful content online. Key Responsibilities - Participants will complete recorded search sessions, with each recording focused on a unique primary search query. - All recordings must follow the project’s recording, safety, and privacy guidelines. - During each session, contributors are encouraged to interact naturally with the platform by: - Browsing search results - Opening and reviewing links - Asking follow-up questions - Exploring related content as they normally would online Qualifications - Fluent in English - Should be residing in Mexico - Ability to adapt quickly to evolving project needs - Record a 5–10 minutes screen session - Initially you will be assigned 1 – 2 videos to record - The minimum rate per hour (RPH) may change in the future. Requirements - During the initial phase, contributors can earn up to $7 USD. Once your work passes the quality review and you are moved to production, you may be assigned additional tasks with earning opportunities of up to $35 USD upon completion. - To remain eligible for payment, contributors must maintain a minimum quality score of 90% and ensure all submitted work consistently meets project standards and quality expectations. How to Get Started - Apply to Project - Review and complete the consent form - Complete the demographic survey - Verify your identity - Onboard & start working Benefits - Flexible work hours – contribute on your own schedule - Opportunity to work on real-world computer vision and OCR-related projects Company Description This role is a project-based opportunity with CrowdGen, where you will join the CrowdGen Community as an Independent Contractor. If selected, you will receive an email from CrowdGen regarding the creation of an account using your application email address. You will need to log in to this account, reset the password, complete the setup requirements, and proceed with your application for this project-based role. If you’re passionate about contributing to AI development and excited to take on high-volume, fast-turnaround tasks, we’d love to hear from you! Compensation: $3.50 - $3.50 one-time

• Review and evaluate posts on various social media platforms. • Identify and analyze the quality of information shared. • Provide constructive feedback to enhance content credibility.

Role Description Join the CrowdGen team as an Independent Contractor for Text Annotation Project. The goal of this project is to validate and refine existing annotations associated with paragraph text found in images. Contributors will review provided labels and make corrections where needed to ensure high-quality annotation standards. - Text Location Verification - Review and adjust bounding boxes to ensure paragraph text is accurately enclosed within the image. - Text Transcription Validation - Confirm that the transcribed text exactly matches the visible text in the image, correcting any inaccuracies or omissions. - Attribute Label Review - Verify whether the text is correctly classified as: - Scene Text — naturally occurring text captured within the environment - Overlay Text — digitally added text such as captions, subtitles, or graphics Qualifications - Fluent in Khmer - Should be residing in Thailand - Ability to adapt quickly to evolving project needs - Maintain a minimum productivity rate of 6 jobs per hour. - The weekly production target is 20 hours. - The minimum rate per hour (RPH) may change in the future. Requirements - Earn up to $40 upon completing the weekly task - You’ll need to maintain a minimum quality score of 90% to remain eligible for payment and ensure your work meets project standards. Benefits - Flexible work hours – contribute on your own schedule - Opportunity to work on real-world computer vision and OCR-related projects How to Get Started - Apply to Project - Review the project documents - Pass the qualification quiz - Verify your identity - Onboard & start working Compensation $2 - $2 an hour

• Join Project Iktomi — a speech annotation and transcription project focused on improving cutting-edge speech and language AI systems through natural conversational English data! • Work with recordings of natural, unscripted conversational English. • Validate and adjust automatically generated speech boundaries using Praat. • Produce verbatim, time-aligned orthographic transcriptions. • Identify prosodic cues such as pauses, pitch resets, and final syllable lengthening. • Review waveform and spectrogram views and confirm segmentation by ear. • Preserve natural speech characteristics including disfluencies, false starts, overlaps, filled pauses, and non-linguistic sounds.

• Must be able to complete the task in a quiet environment for recording clear audio • Must be willing to complete ~500 short scripted prompts (or fewer if assigned) • Must maintain at least 90% QA acceptance rate to be eligible for payment

• Join a team shaping how GenAI delivery operates at scale. • Lead meaningful work that improves efficiency, reduces cost, and strengthens the way complex AI programs are delivered. • Drive initiatives from concept through scaled adoption. • Build new capabilities and lead operational innovation.

• Evaluate English to Korean machine translations to help enhance one of the world's leading translation engines.

• Evaluate Japanese-to-English machine translations to help enhance one of the world’s leading translation engines.

• Evaluate English to Korean machine translations • Help enhance machine translation engines