Lights. Camera. Python. Action.
A machine-learning-powered movie recommender system that vibes like Netflix and delivers cinematic suggestions tailored just for you.
Ever sat for hours scrolling through movies and still ended up rewatching Friends?
Say no more. This recommender system is your personal Netflix genie, trained on real movie data to suggest what to watch next, based on your mood, taste, or favorite film.
It’s simple, sleek, and smart—just enter a movie name, and the engine fires up recommendations like magic. 🪄
- Search any movie and get top 5 similar recommendations
- Optional genre filtering (wanna go rom-com or thriller? we gotchu)
- Auto-fetch movie posters for better UI feels
- Powered by Cosine Similarity and Bag of Words
- Built with ML + NLP + Streamlit sauce
| Layer | Tools / Libraries |
|---|---|
| Backend | Python, Pandas, Scikit-learn |
| ML Engine | CountVectorizer, Cosine Similarity |
| UI/Frontend | Streamlit (clean + fast) |
| Data | TMDB Movie Dataset (or Indian custom) |