3. Data, Science & AI

Executes TruLens evaluations for AI models and displays results, enabling quality assessment of LLM outputs.

Configures feedback functions and selectors for evaluating LLM applications using the TruLens framework.

Curates evaluation datasets with ground truth for TruLens, enabling robust AI model assessment and benchmarking.

Systematically evaluates LLM application performance and reliability with TruLens for AI model assessment.

Enables tracing, debugging, and optimization of LLM applications using TruLens and OpenTelemetry.

Provides a comprehensive guide for database design covering naming conventions, field types, index optimization, sharding strategies, and data archiving.

Offers database design specifications covering naming conventions, field types, indexing, sharding strategies, and data archiving for efficient data management.

Provides source-grounded, citation-backed answers from Google NotebookLM notebooks using Gemini AI, with reduced hallucinations through document-only responses.

Designs and implements collaborative data schemas using Jazz framework's CoValues for structured data modeling in Jazz applications.

Enables creation, editing, and analysis of spreadsheets including formulas, formatting, and data visualization for data processing tasks.

Analyzes meeting transcripts and recordings using AI to identify communication patterns and provide actionable feedback for leadership development.

Guides developers in integrating LLM features like text generation, embeddings, and multiple provider connections using the Prism PHP package for Laravel applications.

Executes Codex readiness integration tests to validate end-to-end agentic loops for code build and test scoring.

Processes and manipulates spreadsheet data using Python libraries, preserving formulas and formatting for analysis and reporting.

Provides CLI-based interaction with OpenAI's Sora video generation API for creating, remixing, and managing AI-generated videos.

Provides text-to-speech narration, accessibility reads, and audio prompts using OpenAI Audio API. Requires OPENAI_API_KEY and runs via bundled CLI.

Generates or edits images using the OpenAI Image API for concept art, product shots, and background removal tasks.

Enables parallel execution of specialized AI agents for multi-perspective analysis and task distribution across diverse domains.

Provides guidance on schema design, indexing strategies, ORM selection, and serverless database considerations for optimal data architecture.

Optimizes generative AI search engines (ChatGPT, Claude, Perplexity) to improve query response quality and relevance.

Adapts AI behavior across operational modes including brainstorm, implement, debug, and ship for optimized task execution.

Provides practical SQL tips and solutions for geospatial data operations using PostGIS in PostgreSQL databases.

Executes AI-powered code tasks using multiple backends (Codex, Claude, Gemini) with file references and structured output.

Executes Gemini CLI for AI-powered code analysis and generation using Google's models.