Community

Just finished my AI Recipe Generator! It chains prompts to first identify ingredients, then suggest recipes, then generate shopping lists for missing items. The iteration process taught me so much about prompt design.

Earned my Bronze diploma today! The practical assessment was challenging but fair -- I had to build a working chatbot in 90 minutes. Feeling accomplished!

I forked Marcus's Study Planner and adapted it for medical school. Added spaced repetition scheduling and USMLE topic weighting. Fork count on the original is climbing!

Hot take: the ethics module in the Foundations track is the most important lesson in the entire curriculum. Every AI builder should understand bias before shipping anything. Changed how I think about my own projects.

My customer support chatbot is live! It handles 80% of common questions and knows when to escalate to a human. Built during the Builder track, Level 2. Link in my portfolio.

Tip for anyone working on the resume optimizer project: use structured output with JSON schema to get consistent results. Makes the diff comparison so much cleaner. Happy to share my approach!

The AI Storytelling Engine is my favorite project so far. Getting the AI to maintain narrative continuity across 20+ story beats was a great prompt chaining challenge. Kids in my coding club love it!

Just discovered that adding genre-specific vocabulary to the system prompt dramatically improves my Music Mood Classifier accuracy. From ~60% to ~85% on my test set. Small changes, big impact!

Published my Bias Detection Dashboard -- it scans AI outputs across demographic dimensions and generates visual fairness reports. Built it during the Safety & Ethics track. Open for forks!

The Prompt Injection Defense Lab from Priya is incredible. I spent 2 hours trying to break my own chatbot and found 3 vulnerabilities I never would have caught otherwise. Essential for anyone building LLM apps.

Working through the Technical Deep Dives track -- the API rate limiter lesson changed how I think about building production AI apps. No more naive retry loops!

Forked Nina's Resume Optimizer and adapted it for the Japanese job market. Different conventions around photo, age, and format. Localization is an underrated AI challenge!