3. Data, Science & AI

Manages AI agent interactions, reasoning logs, and token usage tracking for efficient monitoring and analysis of agent behavior.

Reviews, updates, and synchronizes AI agent instructions and configurations across Codex, Claude, and VS Code.

Creates definition files for Renku Prompt Producer, enabling LLM-generated structured prompts and audio narration for downstream media models in video creation.

Generates deterministic AI agent prompts using Python scripts, enabling consistent configuration before deploying BAZINGA agents like Developers or PMs.

Designs effective AI prompts and decomposes complex tasks into sub-prompts for enhanced model performance and clarity.

Integrates MiniMax MCP server with Claude for token-efficient AI delegation, enabling web search, image analysis, and collaboration via terminal/desktop scripts and slash commands.

Manages token usage and maintains persistent context awareness in AI interactions, enabling coherent long-term conversations.

Reads, analyzes, and creates Excel spreadsheets (.xlsx, .xlsm, .csv, .tsv) for data extraction and manipulation.

Generates structured XML packages for AI code analysis, offering task-specific templates and file patterns.

Transcribes YouTube video content from URLs to extract spoken text for user queries.

Provides solutions for building and troubleshooting AI agents using Microsoft's unified Agent Framework (Semantic Kernel + AutoGen), including memory, context, and error handling.

Provides an advanced forecasting architecture using Monte Carlo simulations and multi-MOIC analysis for dynamic scenario modeling, built atop a deterministic core.

Designs and optimizes data pipelines, ETL processes, and data warehouses for reliable data movement and transformation.

Enables semantic discovery of concepts and similar content using AI, without requiring exact keywords or explicit search terms.

Provides technical guidance for creating effective data visualizations, including chart selection, layout algorithms, and library implementation for dashboards and reports.

Provides integration patterns for AI and Model Context Protocol (MCP) to implement AI features and build MCP tools within the RawDrive platform.

Designs framework-agnostic AI agents using Oracle's Open Agent Specification with JSON/YAML definitions for portable systems.

Converts Product Requirements Documents (PRDs) into SDK Bridge's required prd.json format for autonomous agent system integration.

Designs conceptual, logical, and physical data models with Mermaid ER diagrams, data dictionaries, and SQL DDL generation.

Automates cryptocurrency trading on Coinbase using AI-driven technical and sentiment analysis for market insights and trade execution.

Designs B2B dashboard visualizations using pre-attentive processing and mobile-responsive patterns to rapidly convey multivariate data like buying signals and composite scores.

Handles user requests to save, recall, and organize agent memories for context continuity in conversations.

Expert assistant for Bible verse lookups, reference validation, and OSIS format processing in the KR92 Bible Voice project.

Manages AI prompts, configurations, and versions for the KR92 Bible Voice AI system, including feature setup and model bindings.