3. Data, Science & AI

Verifies relationships between source text and Knowledge Graph lessons using KNN/Hybrid search and LLM-based stance analysis (verifies, contradicts, related).

Enables seamless integration of multiple LLMs (Claude, GPT, Gemini, Ollama) with API management, prompt engineering, and multi-model orchestration capabilities.

Enables structured tool integration in Claude AI with schema design, parallel execution, and error recovery for complex AI workflows.

Manages MongoDB Atlas clusters, schemas, aggregation pipelines, and Prisma ORM integration for database operations.

Guides efficient task execution with dependencies using Directed Acyclic Graphs (DAGs), including topological sorting and parallel processing.

Enables cost-efficient bulk message processing for Claude AI via JSONL batch API, optimizing analysis workloads and reducing processing costs.

Enables vector database operations for embeddings, semantic search, and RAG using supported systems like Pinecone and Chroma.

Guides users on coordinating multiple AI agents for complex tasks, covering communication, spawning, and team management.

Provides expert guidance on algorithmic trading systems, quantitative analysis, and market data platforms for financial strategy development.

Enables AI-driven image analysis, PDF processing, and document understanding with support for multiple images and base64 encoding.

Delivers data-driven insights for precision agriculture, crop monitoring, and farm management using AI-powered agtech solutions.

Expert guidance for building, deploying, and scaling production AI systems with LLM integration and model implementation.

Expert-level assistance with dbt for building, testing, and documenting data models using SQL and Jinja templating.

Expert SQL database design, querying, optimization, and administration for PostgreSQL, MySQL, and SQL Server.

Provides expert guidance on Elasticsearch, full-text search, and ELK stack implementation for efficient data indexing, retrieval, and analysis.

Reduces Claude API latency by 85% and costs by 90% via prompt caching, with features like cache control and breakpoints.

Expertly designs and manages Grafana dashboards for data visualization, alerting, and production monitoring systems.

Expert guidance for designing and implementing data mesh architecture with domain-oriented ownership, data products, and federated governance.

Expert-level quantum computing assistance with Qiskit, quantum algorithms, and quantum information.

Extracts structured session data from Claude Code logs, enabling filtering and analysis for single or multiple sessions.

Expert assistance in MongoDB database design, aggregation pipelines, indexing, replication, and production operations.

Provides expert analysis and insights on energy systems, smart grids, renewable energy integration, and power management using data-driven energy analytics.

Expert assistance with Databricks platform, Apache Spark, Delta Lake, MLflow, and cluster management for data engineering and machine learning workflows.

Provides expert-level insights and analysis in biology, biotechnology, genetics, bioinformatics, and computational biology.