Seeking Guidance & Roadmap: Moving from Intermediate ML to Building Revenue-Generating AI Agents
Hello everyone! I am a student based in Bangalore, India, deeply passionate about the fast-evolving world of AI, and I am looking for some structured guidance on how to break into AI agent development.
To give you a bit of context on my background, I already have a solid foundation in Python and an intermediate level of understanding in Machine Learning. However, I have not started any formal learning in agentic AI yet—I am a complete beginner to this specific paradigm. So far, I've just been keeping an eye on the ecosystem and have come across tools like Hermes, OpenClaw, and n8n, but I haven't built anything with them.
My ultimate goal is to build practical agents and micro-services that solve real-world problems, with the intention of eventually deploying them under a subscription-based SaaS model to generate some revenue. Being in Bangalore, the tech ecosystem here is vibrant, and I really want to leverage my skills to build something impactful.
Since the landscape is moving incredibly fast, I am feeling a bit overwhelmed by where to actually write my first line of agentic code. I would love to get your advice on the following:
· Learning Roadmap: For someone starting from scratch with agents but who already knows Python/ML, what is the ideal progression path? What core concepts (like tool calling, planning loops, memory, or RAG) should I master first?
· Evaluating the Stack: Are tools like OpenClaw, Hermes, or workflow builders like n8n good starting points for production, or should I be looking at frameworks like LangGraph, CrewAI, or even building custom agent loops from scratch?
· Monetization & SaaS Advice: For those who have successfully launched agentic services, what types of micro-problems are currently most viable for subscription-based models?
Any recommendations for high-quality tutorials, open-source repositories to study, or documentation would be immensely helpful. Thank you in advance for your time and guidance!