Pinned Loading

1. federated-budget-validator federated-budget-validator Public

   Web-based tool for automating the cleaning and validation of structured budget reports, improving data consistency and reducing manual preprocessing.

   Python

2. housing-price-prediction-ml housing-price-prediction-ml Public

   Developed and evaluated neural network models to predict housing prices using the California Housing dataset, comparing architectures, loss functions, and optimizers to analyze their impact on mode…

3. nosql-analytics-optimization nosql-analytics-optimization Public

   Built a data pipeline using MongoDB and Redis to analyze large-scale e-commerce data (~2M+ records), benchmarking aggregation query performance and demonstrating the trade-offs between document-bas…

   Python

4. realtime-sentiment-pipeline realtime-sentiment-pipeline Public

   This project implements a data pipeline that simulates streaming social media data and performs sentiment analysis using a transformer-based model. It integrates MongoDB for ingestion, a processing…

   Python

5. telco-churn-prediction telco-churn-prediction Public

   Built a machine learning model to predict telecom customer churn using classification techniques and SHAP explainability. Optimized performance through tuning and translated results into actionable…

   Jupyter Notebook