Pinned Loading

1. movie-review-sentiment-analysis-bilstm movie-review-sentiment-analysis-bilstm Public

   Sentiment analysis on IMDB movie reviews using a Bidirectional LSTM neural network. The project applies NLP preprocessing and deep learning with TensorFlow/Keras to classify reviews as positive or …

   Jupyter Notebook

2. customer-segmentation-kmeans customer-segmentation-kmeans Public

   Customer segmentation using K-Means clustering on the Online Retail II dataset. The project performs RFM analysis, data preprocessing and unsupervised learning to generate actionable customer clust…

   1

3. bank-marketing-classification bank-marketing-classification Public

   Machine learning classification system to predict bank term deposit subscriptions using Apache Spark MLlib. Achieves 89.88% accuracy with Random Forest classifier.

   Jupyter Notebook

4. vehicle-co2-emissions-prediction vehicle-co2-emissions-prediction Public

   High-precision ML regression model predicting vehicle CO2 emissions from technical specifications. Achieves R²=0.9972 with Random Forest using Transport Canada data.

   Jupyter Notebook

5. rag-document-search rag-document-search Public

   Document search with retrieval-augmented generation using FastAPI, Qdrant vector database, and FLAN-T5

   Python

6. AI-Agent-Router AI-Agent-Router Public

   Multi-agent conversational router using LangGraph and LLMs to classify user messages and route to specialized agents such as therapy or logical assistance.

   Python