MLWhiz | AI Unwrapped

MLWhiz | AI Unwrapped

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MLWhiz | AI Unwrapped
MLWhiz | AI Unwrapped
GenAI Series: My Tryst with AI-Assisted "Vibe Coding"

GenAI Series: My Tryst with AI-Assisted "Vibe Coding"

Building a Web App from Idea to Deployment (And the Reality Check) - Process, Key Takeaways and The Job Market

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Rahul Agarwal
May 05, 2025
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MLWhiz | AI Unwrapped
MLWhiz | AI Unwrapped
GenAI Series: My Tryst with AI-Assisted "Vibe Coding"
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In the last few posts on GenAI, I talked about the GenAI architectural journey and prompt engineering fundamentals.

For this third installment, I wanted to take a more practical approach by experimenting with "vibe coding" - the trending practice of developing applications primarily through AI code generation.

Setting aside my regular work tasks, I challenged myself to create something completely new: a web application that helps users determine whether it's financially advantageous to pay off their mortgage early or invest that money instead. I planned to generate the core React code using Claude, then deploy the finished product to a free hosting service like Vercel, all while minimizing manual coding.

Let's see how this AI-driven journey unfolded.

Are you ready to level up your LLM skills? Check out the Generative AI Engineering with LLMs Specialization on Coursera! This comprehensive program takes you from LLM basics to advanced production engineering, covering RAG, fine-tuning, and …

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