Freelance environmental specialist training AI models on sustainability, conservation, and environmental policy. Evaluating responses in English and French and documenting model errors for improvement.
Responsibilities
Converse with language models in English and French on real-world environmental scenarios and theoretical questions
Verify factual accuracy and logical consistency
Capture reproducible error traces and document model failure modes
Suggest improvements to prompt engineering and evaluation metrics
Challenge advanced language models on environmental and sustainability topics
Help train AI models to support environmental education, regulatory compliance, conservation, and sustainability innovation
Requirements
Expertise in climate change, environmental impact assessment, pollution control, ecosystem management, biodiversity conservation, sustainability metrics, and environmental policy
Knowledge of regulations and practices in French-speaking regions
Experience with carbon accounting, life cycle analysis, environmental remediation, water and air quality monitoring, renewable resource management, environmental justice, and circular economy principles
Fluency in French
Field or regulatory experience
Familiarity with region-specific environmental assessments, sustainability reporting frameworks, and conservation strategies
Clear, metacognitive communication and ability to “show your work”
Ability to converse in both English and French
A master’s degree in environmental science, ecology, environmental engineering, or a closely related field is ideal
Benefits
No company-sponsored health insurance or PTO; these benefits do not apply to contractors
English language specialist challenging and evaluating AI models for Meridial. Documenting linguistic failures and improving prompts and evaluation metrics.
French - fluent education specialist challenging language models on pedagogy, curriculum, and assessment. Improving AI reasoning through bilingual evaluation and reproducible error analysis.
AI Development Manager leading production agentic AI/ML platforms for Boeing’s commercial aviation services. Managing technical teams, AI governance, safety, quality and enterprise collaboration.
Sessional lecturer teaching a University of Toronto course on educational technology, AI, and active learning classrooms. Designing content, assessing students, and supervising assigned TAs.
Responsable de la transformation IA chez Maya HTT, spécialiste des logiciels d’ingénierie et de simulation. Pilotage de la stratégie, de la gouvernance et du développement de solutions IA.
US - licensed physicians evaluating clinical EHR vignettes and reasoning quality for Mindrift’s medical AI projects. Flexible, project - based work alongside clinical practice.
US - licensed physicians evaluating EHR vignettes and clinical reasoning for Mindrift’s medical AI projects. Flexible, project - based remote work alongside clinical practice.
US - licensed physicians evaluating EHR clinical cases for Mindrift’s medical AI projects. Reviewing diagnoses, treatments, reasoning quality, and benchmark answer accuracy.
US - licensed physicians evaluating clinical EHR vignettes and reasoning quality for Mindrift’s medical AI projects. Flexible, project - based contribution around clinical practice.
US - licensed physicians evaluating clinical EHR vignettes for Mindrift’s medical AI projects. Reviewing diagnostic reasoning, treatment answers, and benchmark quality on flexible, project - based schedules.