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.
Apr 25, 2025
blogExplore six pivotal technological shifts - Autonomous Economy, Radical Abstraction, Modularity & Composability, Ecosystem Dynamics, Ambient Intelligence, and Next-Gen UX - that are converging to reshape our digital future. A strategic framework for product builders.
Apr 10, 2025
blogDive into the AI agent framework wars! Compare OpenAI, Google ADK, AWS Bedrock, Smol Agents. Explore multi-agent systems & future trends. Expert analysis.
Apr 8, 2025
blogStop treating ML experiments as disposable! Learn why elevating experiment tracking to first-class infrastructure is crucial for robust MLOps, reproducibility & Software 2.0.
Mar 31, 2025
blogA comprehensive overview of modern ML training infrastructure, covering cloud agnosticism, spot instances, on-premise solutions, heterogeneous hardware, distributed training, and emerging GPU cloud providers.
Mar 27, 2025
blogA practical guide for startup founders on when and how to invest in MLOps - from early stage flexibility to scaling infrastructure, with key principles and pitfalls to avoid.
Mar 23, 2025
blogExplore why building tech for India means rethinking everything from the ground up—addressing local habits, scale, price sensitivity, and cultural diversity with first-principles design.
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.