- Category
- Machine Learning / NLP / Flask
- Role
- Model, training data and web app
- Year
- 2026
- Tools
- Python · Flask · TensorFlow / Keras · NLTK · NumPy
Machine LearningNLPFlaskTensorFlow

01
The brief
One conversational guide to seven major parks: Yala, Udawalawe, Wilpattu, Minneriya, Horton Plains, Bundala and Sinharaja.
02
What it does
- 01Intent classification with a bag-of-words neural network in TensorFlow/Keras
- 02Flask web chat interface, plus a command-line version for quick testing
- 03Thumbs-up feedback reinforces the matched pattern in the training data
- 04Thumbs-down lets the user supply the correct intent; after five corrections the model retrains automatically
- 05JSON endpoints for chat, feedback, corrections, intent tags and training status
03
In numbers
7national parks
5corrections per retrain
300training epochs
05SmartMed
Pharmacy & medicine management system
