Mentis AI

• Design challenging tax scenarios and prompts to advance AI capabilities
• Build, adapt, and annotate sample tax returns and tax models to highlight key logic
• Review and refine AI-generated tax outputs for accuracy and compliance

Corporate Tax, Auditing Professional

Artificial Intelligence

• Evaluate financial models and AI-generated content for accuracy and depth in hedge fund / equity research domains.
• Analyze financial statements, industry trends, competitive dynamics, and macroeconomic factors, and prepare domain-specific reports.
• Build detailed financial models, including forecasting earnings, cash flows, and valuation metrics.
• Develop evaluation rubrics to assess the quality of AI-generated financial tasks and solutions.
• Collaborate with other subject matter experts to ensure consistency and domain relevance in training data.
• Work independently and asynchronously to meet project deadlines and contribute to the continuous improvement of AI model performance.

Equity Research Professional – AI Training Project

Financial Planning and Analysis

• Break down and summarise Investment Banking workflows (pitchbooks, models, diligence)
• Label and annotate financial data points and workflows for training LLMs
• Build, adapt, and annotate financial models to highlight key logic
• Collaborate with a multidisciplinary team to refine annotation guidelines
• Contribute corporate finance expertise to AI research with a leading AI lab

Corporate Finance / Investment Banking Professional

• Contribute investment banking expertise to a cutting-edge research project at Mentis AI
• Break down and summarise Investment Banking workflows (pitchbooks, models, diligence)
• Label and annotate financial data points and workflows for training LLMs
• Build, adapt, and annotate financial models to highlight key logic
• Collaborate with a multidisciplinary team to refine annotation guidelines
• Work asynchronously and independently on annotation and summarisation tasks

AI Research Scientist

• Review digitised histopathology slides and provide structured annotations/labelling according to study protocols.
• Apply specialty knowledge to ensure accurate labelling of pathology features and assist in developing annotation guidelines and SOPs.
• Independently review diagnostic outputs generated by AI models and compare them against gold-standard pathology diagnoses.
• Provide structured feedback on model performance, sensitivity/specificity, and clinically relevant errors.
• Participate in systematic evaluation of usability, interpretability, and clinical applicability of AI tools within histopathology practice.
• Work alongside data scientists and software engineers to refine data annotation workflows and model testing strategies.

Corporate Tax, Auditing Professional

Equity Research Professional – AI Training Project

Corporate Finance / Investment Banking Professional

Corporate Finance / Investment Banking Professional

Histopathologist, ST3–ST5