Jul 29, 2025
projectModern ML Cookiecutter
A 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
Prassanna Ravishankar
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.
Mind & Machine
Jul 28, 2025
blogModern ML Cookiecutter Template
From 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
blog30 Days of Claude Code: How I Became More Productive and Worse at Programming
A 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
blogStop Training and Praying
Master 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
projectClearML MCP Server
A lightweight Model Context Protocol server that enables AI assistants to interact with ClearML experiments, models, and projects
Jul 14, 2025
blogWhat If AI Agents Could Fix MLOps Forever? A Thought Experiment
A wild 2 AM thought experiment: What if AI agents could orchestrate your entire MLOps stack through MCP? From data drift to deployment, explore the future of autonomous ML operations.
Podcasts
Explore my podcast conversations
Join me for discussions on machine learning, technology, and philosophical musings with industry experts and thought leaders.
Browse all episodesLatest Episodes
Apr 13 01:04:32
Less Friction, More Vibe ✨
In 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.
Mar 21 01:08:14
Wellness
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.
Mar 3 01:07:44
SAAS isn't dead
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.