ML Engineer. Researcher. Verse Writer.
I specialize in machine learning engineering and research, with a focus on making ML systems more efficient and accessible. When I'm not coding or researching, I write verses that explore musings and philosophy, and host podcasts discussing technology and its philosophical implications.
Jul 30, 2025
blogHow early architectural decisions create a flywheel effect that accelerates rather than hinders your path to production. Discover the Nimble Flywheel framework for scaling ML from prototype to production.
Jul 29, 2025
projectA modality-aware, end-to-end template for modern machine learning projects covering NLP, Speech, and Vision with best-in-class models and researcher-friendly configuration
Jul 28, 2025
blogFrom dependency hell to device confusion - I built a modality-aware cookiecutter template that gets you from idea to training in minutes, not hours. Here's why modern ML projects need modern tooling.
Jul 25, 2025
blogA month-long experiment with Claude Code that replaced Instagram reels with AI-powered coding sessions. How I shipped more projects than ever before while paradoxically becoming worse at programming from scratch.
Jul 23, 2025
blogMaster efficient ML development with the Pre-Flight, In-Flight, Post-Flight framework. Learn how to catch bugs before expensive training runs, monitor training in real-time, and evaluate models beyond vanity metrics. Stop wasting millions on failed ML experiments.
Jul 14, 2025
projectA lightweight Model Context Protocol server that enables AI assistants to interact with ClearML experiments, models, and projects
Join me for discussions on machine learning, technology, and philosophical musings with industry experts and thought leaders.
Browse all episodesIn this episode, we dive into the evolving world of software engineering in the age of AI. From refactoring with less pain to rethinking what it means to be a 'senior engineer,' we're exploring how AI tools are reducing friction and amplifying the vibe in the dev world.
In this episode, we explore the many layers of wellness—from mental health and cultural perspectives to relationships, nutrition, and community. We discuss how different cultures approach grief, the impact of sleep and gut health, and the power of small, meaningful connections.
We explore the evolution of software from desktop applications to SaaS, the impact of AI on this transition, and the importance of specialisation in SaaS solutions. James & Prass discuss the role of subscription models, the complexities of integrating AI, and the need for trust in AI systems.