Primary Pillar
AI Engineering & Applied Machine Learning
Primary pillar — agent execution loops, RAG architectures, local VLMs, LLM streaming, and vector retrieval systems.
Agent Workflows & Orchestration
Function CallingTool-Calling AgentsDynamic Prompt CachingStructured Output Generation (JSON Parsing)RAG Pipelines
AI Systems & Vision
MedEd AI · Local VLMVision-Language Models (VLMs)Local Model Inference (Ollama / qwen2.5vl)Local VLM & Vision Models (Qwen2.5-VL)On-Device PHI PrivacyStream Buffer Sanitization / SSE InterceptorsSSE Token Stream Interceptors
AI Security & Evals
Real-Time LLM Output SanitizationEvaluation / Security PipelinesPrompt EngineeringZero-PHI Data Privacy
Vector DBs & Integration
pgvectorPineconeOpenAI Endpoint IntegrationAnthropic Endpoint Integration
AI Developer Tooling
Claude CodeCursor IDE IntegrationCustom AI Code Assistants