Implement typeclasses with curried signatures and dual APIs for both data-first and data-last usage

Analyze financial data, build models, evaluate investments, and provide data-driven financial recommendations

World-class expertise in measuring, attributing, and optimizing AI-generated content performance. Combining data science rigor with content strategy intelligence to answer the questions...

Use when loading all data upfront. Use when initial page load is slow. Use when fetching data that might not be needed.

Implement backup strategies, disaster recovery plans, and data restoration procedures for protecting critical infrastructure and data.

Use when accepting user input. Use when handling request data. Use when trusting external data without validation.

Validate JSON data against JSON Schema specifications. Use for API validation, config file validation, or data quality checks.

Cluster data using K-Means, DBSCAN, hierarchical clustering. Use for customer segmentation, pattern discovery, or data grouping.

Generate realistic mock API responses with fake data. Use for testing, prototyping, or creating sample data for frontend development.

Master Node.js streams for memory-efficient processing of large datasets, real-time data handling, and building data pipelines

Create and manipulate Excel spreadsheets with formulas, formatting, charts, and data analysis. Use when working with Excel files, CSV data, or spreadsheet operations.

Create Data Contracts (CTR) - Optional Layer 9 artifact using dual-file format (.md + .yaml) for API/data contracts

Generate data visualizations, plots, and charts. Analyzes data structure to select optimal visualization types. supports bar charts, line graphs, and scatter plots for clarity.

Convert data between formats, schemas, or representations with explicit loss accounting and validation. Use when reformatting data, mapping between schemas, normalizing inputs, or translating structures.

Generate data visualizations, plots, and charts. Analyzes data structure to select optimal visualization types. supports bar charts, line graphs, and scatter plots for clarity.

Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states.

Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states.

Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states.

Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states.

Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states.