Jul 14, 2025
projectClearML MCP Server
A lightweight Model Context Protocol server that enables AI assistants to interact with ClearML experiments, models, and projects
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 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.
Jul 10, 2025
projectModalkit
A powerful Python framework for deploying ML models on Modal with production-ready features.
Jul 4, 2025
blogA Builders's Guide to the Agent2Agent (A2A) Protocol: The Universal Language for AI Collaboration
Master the Agent2Agent (A2A) Protocol! Learn how Google's open standard enables secure AI agent communication, discover vs MCP differences, explore authentication, monetization, and orchestration. Complete Python examples included.
Jul 1, 2025
projectCloudRegion
A lightweight Python library for canonical cloud region mapping across AWS, Azure, and Google Cloud Platform
Jul 1, 2025
projectTorale
AI-powered web monitoring platform that tracks topics and alerts you when meaningful changes occur across the internet
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.