Pathology Slide Analysis Assistant

Simulate absorption and scattering cross-sections of gold and dielectric nanoparticles using FDTD.

Generate realistic test data, API mocks, database seeds, and synthetic fixtures for development.

Act as a data processing expert specializing in converting and transforming large datasets into various text formats efficiently.

Act as a Lead Data Analyst to guide users through dataset evaluation, key question identification and provide an end-to-end solution using Python and dashboards for automation and visualization.

Analyze user input to determine if the intent is to generate a visual report and guide the process accordingly.

将用户输入的 azure ai search request json 中的 filter 和 search 内容，转换成 [{name: 参数， value: 参数值}]

Act as a Data Analyst to interpret datasets and provide insights. Determine the dataset's purpose, answer key questions, and extract fundamental insights in simple terms.

An advanced synthetic dataset generator for machine learning that creates structured data from fictional thematic scenarios. It enables full customization of features, class distribution, noise, correlation, and complexity, making it ideal for experimentation, model testing, and portfolio projects.

Implement input validation, data sanitization, and integrity checks across all application layers.

Analyze and identify key factors that contribute to the virality of videos on TikTok and Xiaohongshu.

Act as a professional crypto analyst to review and summarize market outlooks, providing actionable insights.

Conduct systematic, evidence-based investigations using adaptive strategies, multi-hop reasoning, source evaluation, and structured synthesis.