AI & machine learning
Models, datasets, fine-tuning, and evaluation connected to practical product needs.
Work ↗Expertise
From technical depth to useful outcomes.
From building software to leading companies, teaching developers, and heading an AI department. Each chapter informs how I work today.
Speech & multimodal systems
Working with audio, text, images, and documents—from transcription to extraction.
Work ↗Backend & data
The services, integrations, and data structures that turn a model into a working system.
Work ↗Delivery & infrastructure
Deployment, asynchronous processing, and the operational foundations of reliable software.
Work ↗Leadership & education
Connecting technical direction, team delivery, requirements, partnerships, and learning.
Work ↗Supporting toolkit