Applied AI & Advanced Automation
Engineering bespoke AI solutions with a focus on privacy, performance, and deep technical integration.
Sovereign AI: Local LLMs
Deploying and fine-tuning Large Language Models on-premises for absolute data privacy and operational control.
Generative Media Synthesis
Architecting complex, automated image and video generation workflows with ComfyUI for precise and reproducible assets.
Real-time Audio & Video
Developing systems for real-time audio generation, voice cloning, and live video stream analysis and manipulation.
Intelligent Automation
Building complex, agentic systems using n8n and other automation platforms to orchestrate AI-driven workflows.
Applied Machine Learning
Creating custom ML models with TensorFlow and PyTorch for tasks like anomaly detection and predictive analytics.
Offensive & Defensive AI
Exploring the dual-use nature of AI in cybersecurity, from generating polymorphic malware to defending against model attacks.
Defensive AI & Model Security
Securing the model itself is as important as using it to secure other systems.
The Evolution of AI-Driven Development
A chapter detailing the progression from early concepts to the 2025 state-of-the-art.
Advanced Prompting Techniques
Crafting prompts that elicit precise, reliable, and deeply technical outputs is an engineering discipline.