
Evolving My Chatbot: A One-Week Sprint to Smarter Interactions
I rebuilt my chatbot in one week, upgrading from basic post summaries to full-text search with chunking, security, and metadata—here's what I learned about balancing AI power with cost.
61 posts in this category

I rebuilt my chatbot in one week, upgrading from basic post summaries to full-text search with chunking, security, and metadata—here's what I learned about balancing AI power with cost.

I built a working chatbot from zero coding knowledge in 5 months using GPT API and ChatGPT 4—here's how I did it and what I learned as a complete beginner.

I went from zero coding knowledge to building AI applications with ChatGPT API by completing Andrew Ng's ML courses—here's how I overcame the learning curve.

I transformed from a 40-year-old ad professional into a certified cybersecurity analyst and Python programmer through Coursera—and the self-paced freedom changed how I work daily.

I went from knowing zero code to building my own chatbot and automating my 450+ blog posts—here's how learning Python opened doors I didn't know existed.

I spent a week testing Google's Gen App Builder and discovered the key to better chatbot responses: feeding it unstructured data AND using chatGPT to wrangle 450+ blog posts into the right format.

I integrated Google's generative AI agent on my site in under 2 hours—here's what worked, what didn't, and why I eventually replaced it with my own chatbot.

After deploying my first AI chatbot triggered 200+ security warnings I couldn't understand, I knew I needed cybersecurity fundamentals before building more apps.

With zero coding knowledge and chatGPT as my guide, I built a working chatbot from scratch—no judgment, just step-by-step guidance that actually worked.

ChatGPT didn't just answer my technical question—it browsed my website, adapted its guidance for a non-techie, then verified I did it right.

In just three months, every major search engine now has AI chat integrated—and with ChatGPT's new internet access and plugins, the game has changed for SEO.

I explore how AI is reshaping global power dynamics—from China's 2030 AI superpower ambitions to military applications—and why the race for AI dominance matters.