// SPECIALIZATION & CONSULTING CAPABILITIES
Generative AI Architecture, AI Agent Mastery & Tech Stack
How I teach AI Agent Mastery (creating teams of AI agents with Claude, Gemini), train engineering and leadership teams live/remotely, lower AI inference costs with Local LLMs, orchestrate autonomous multi-agent systems, drive test-driven development (TDD), and explore early quantum systems.
Core Capabilities
Specialized Technical Roles & Offerings
Balanced focus across AI Agent Mastery, Workforce Training, Local LLM Inference, Agent Orchestration, TDD, and Quantum Systems.
AI Agent Mastery & Team Orchestration
Learn the in-depth principles that make Claude AI agent orchestration successful, understand deep agent constraints, and perform the tasks of multiple people with coordinated agent teams grounded in basic domain knowledge.
Live & Remote AI Training
Tailored curriculums delivered live and remotely for Employees (AI adoption & productivity), Developers (AI-assisted dev & TDD), Corporate Staff (workflows), and CXOs (strategy, ROI & governance).
Local LLM Deployment & Cost Slashing
Lowering recurring cloud AI inference bills by 60-90% using open-weight local LLMs (Qwen3.5, DeepSeek V3.2, GPT-OSS-120B, Gemma 4, Mistral). Expertise in Ollama, vLLM, llama.cpp, GGUF/AWQ quantization, and private on-prem hosting.
AI-Assisted Dev & Test-Driven Development
Accelerating developer workflows with frontier AI coding assistants (Claude Code, Google Antigravity, OpenCode). Establishing rigorous TDD workflows with automated unit/integration test suites.
Claude Expertise
Prompt caching cuts the cost of cached input tokens by 90% to 97.5%, depending on the Claude model, extended thinking effort controls, Model Context Protocol (MCP) integrations, declarative subagents in Claude Code, and autonomous multi-agent DAG swarms.
Early Quantum Systems Explorer
Hands-on quantum circuit modeling using IBM Qiskit and PennyLane. Variational quantum algorithms (VQE, QAOA), Quantum Machine Learning (QML), and enterprise quantum readiness.
Frontier AI Tools Advisory
Hands-on architecture, configuration, and developer pair-programming in Claude Code, Google Antigravity, Hugging Face Spaces, Google Gemini Notebook, Google AI Studio, OpenCode, and OpenRouter.
Python AI Engineering
Deep-dive technical architecture, step-by-step guides, and runtime verification for PyTorch pipelines, FastAPI microservices, Hugging Face Transformers, and NumPy/SciPy scientific tooling.
Golang Cloud Engineering
High-performance APIs, concurrent processing, and secure microservice architectures. Expertise in distributed systems, gRPC, containerization (Docker, K8s), and Google Cloud Platform.
Rust Systems Engineering
In-depth technical systems design covering Tokio async runtimes, Burn & Candle ML frameworks, PyO3 bindings, and memory-safe systems engineering for latency-critical AI workloads.
Tooling & Infrastructure
Tech-Stack Expertise
Generative AI systems, modern automation tooling, and quantum SDKs receive equal, comprehensive placement.
Languages I Code & Write
Generative AI Systems
Quantum Systems
AI Tools Expertise
Local LLM & Local AI
AI-Assisted Test-Driven Dev (TDD)
Gemini Expertise
Claude Expertise
Open-Source Systems
Automation Expertise
Ready to Deploy Frontier AI & Agent Topologies?
Structured engagement models for engineering teams, fast-growing tech startups, and forward-looking enterprises - covering Claude Agent Teams, the Google Gemini AI Ecosystem (Google AI Studio, Google Antigravity, Gemini Deep Think, Gemini Agents & Argon), live & remote workforce training, Local LLM cost reduction, and quantum systems exploration.