🐝 AI Word Finder for Spelling Bee Kids

This is a lightweight Python-based word search utility powered by NLP-style fuzzy matching. It was built to help Spelling Bee students (like my own kids!) search massive word lists more intelligently.

As a Senior Architect in Cloud & Streaming (Kafka, GCP, Azure), I’m currently expanding into AI/ML. This project bridges my background with real-world AI use cases in education.

💡 What It Does

Accepts a keyword (e.g., geo)
Matches it to the closest spelling words in the dataset
Outputs top ranked results using string similarity
Designed for CLI use, can be expanded with OpenAI API

🛠️ Stack

Python
pandas
argparse
Optional: OpenAI for prompt-based AI search

📁 Files in the Repo

word_finder.py: Script to run the search
spelling_words.csv: Sample word list
requirements.txt: Package dependencies
example_run.md: Sample usage and output

🧪 Sample Run

python word_finder.py --input geo

Output:

markdown
Copy
Edit
Top matches for "geo":
1. geography
2. geological
3. geocentric

👩‍💻 Author

Geeta Kudumula Senior AI | Cloud | Streaming Architect 🔗 https://www.linkedin.com/in/geeta-kudumula-7963b990/