Invisible Technologies

Artificial Intelligence

• Review and annotate Luxembourgish content
• Assess AI-generated outputs for accuracy and fluency
• Identify and document error patterns
• Collaborate with team to refine prompts, evaluation methods, and linguistic guidelines

Luxembourgish Language Specialist – Freelance AI Trainer

• Record scripted material in Lithuanian
• Assess AI-generated outputs for linguistic accuracy and naturalness
• Annotate errors
• Collaborate with our team to refine prompts, evaluation methods, and voice design guidelines.

Lithuanian Voice Actor – Freelance AI Trainer

• Engage the model with literary passages, analytical questions, and interpretation tasks;
• Verify factual accuracy and coherence;
• Evaluate the depth and validity of literary analysis;
• Capture reproducible error traces;
• Provide structured feedback to improve prompts, evaluation criteria, and reasoning quality.

Literature Specialist – Freelance AI Trainer

• Review and annotate Luo content
• Assess AI-generated outputs for accuracy and fluency
• Identify and document error patterns
• Collaborate with team to refine prompts, evaluation methods, and linguistic guidelines

Language Specialist – Freelance AI Trainer

• Record scripted material in Latvian
• Assess AI-generated outputs for linguistic accuracy and naturalness
• Annotate errors
• Collaborate with our team to refine prompts, evaluation methods, and voice design guidelines

Latvian Voice Actor – Freelance AI Trainer

• Shape the future of AI through LaTeX expertise and document preparation scenarios.
• Converse with models on complex document typesetting, bibliographic management, and technical formatting.
• Verify formatting accuracy and logical consistency, suggesting prompt improvements.

LaTeX Specialist, Fluent in Thai – Freelance AI Trainer

• Converse with the model on document preparation scenarios and theoretical LaTeX questions
• Verify formatting accuracy and logical consistency
• Capture reproducible error traces
• Suggest improvements to prompt engineering and evaluation metrics

LaTex Specialist – Fluent in Spanish, Freelance AI Trainer

• Converse with the model on document preparation scenarios and theoretical LaTeX questions
• Verify formatting accuracy and logical consistency
• Capture reproducible error traces
• Suggest improvements to our prompt engineering and evaluation metrics

LaTex Specialist, Fluent in Russian – Freelance AI Trainer Project

LaTex Specialist, Fluent in German – Freelance AI Trainer

• Review and annotate Kyrgyz content
• Assess AI-generated outputs for accuracy and fluency
• Identify and document error patterns
• Collaborate with the team to refine prompts, evaluation methods, and linguistic guidelines.

Kyrgyz Language Specialist – Freelance AI Trainer

Backend Engineer

• Define, document, and validate Kotlin-based Android functionalities used in AI benchmarking and software simulation projects
• Author comprehensive functional and technical documentation, including feature requirements, system behavior, and expected outcomes
• Translate open-ended requirements into realistic, well-scoped Android tasks representing genuine engineering challenges
• Ensure each benchmark task is complete, verifiable, and grounded in authentic developer workflows
• Maintain structured repositories of Kotlin challenges, categorized by complexity, topic, and functional type
• Define Kotlin-specific quality metrics, benchmarking criteria, and rubrics aligned with Android production standards
• Develop SOPs and QA frameworks enforcing stylistic consistency, idiomatic Kotlin use, and functional clarity
• Conduct rigorous QA passes on deliverables — verifying code correctness, documentation completeness, and benchmark adherence
• Apply quality principles to maintain dataset and code task evaluation standards
• Curate gold-standard Kotlin examples representing benchmark-worthy implementations
• Collaborate with recruitment and project leads to define role competencies for Kotlin contributors
• Develop technical evaluation frameworks for vetting Kotlin developers, including practical code tasks and debugging exercises
• Lead calibration sessions with contractors to ensure consistency and quality
• Create skill matrices and capability documentation for Kotlin engineering talent aligned to benchmarking needs
• Provide continuous feedback and training materials for quality improvement
• Collaborate with AI research teams to design and refine Android benchmarking datasets for evaluating LLM coding performance
• Source, assess, and refine Kotlin-based Android tasks testing comprehension, reasoning, and problem-solving
• Document evaluation criteria including accuracy, code structure, and maintainability
• Contribute to post-project analysis, surfacing insights on performance trends and task design improvements
• Recommend dataset refinements to enhance domain coverage
• Support project setup, scoping, and execution of Kotlin-oriented AI training and evaluation projects
• Provide expert-level input on tooling, frameworks, and pipeline design (Ktor, Jetpack, Gradle, KSP)
• Collaborate closely with ML engineers, QA specialists, and data annotators to meet research-grade standards
• Produce summary documentation and retrospective reports detailing lessons learned and recommendations

Kotlin Expert – Freelance Project

• Evaluate AI-generated code
• Correct errors
• Implement optimized Kotlin solutions
• Document best practices that demonstrate modern Android design patterns and coding conventions
• Create high-quality code patches that reflect modern Android development practices and ensure technical correctness, maintainability, and clarity
• Produce clean, efficient, and idiomatic solutions using the Kotlin programming language based on real-world engineering scenarios

Kotlin Coding Specialist – Freelance AI Trainer

• Converse with AI language models on language scenarios
• Verify factual accuracy and logical soundness
• Capture reproducible error traces
• Suggest improvements to prompt engineering and evaluation metrics

Korean Language Specialist – Freelance AI Trainer

• Record scripted material
• Assess AI-generated outputs for linguistic accuracy and naturalness
• Annotate errors
• Collaborate with the team to refine prompts, evaluation methods, and voice design guidelines.

Korean Voice Actor – Freelance AI Trainer

• Converse with the model on language scenarios
• Verify factual accuracy and logical soundness
• Capture reproducible error traces
• Suggest improvements to our prompt engineering and evaluation metrics