Projects
A collection of my data science projects, research work, and technical explorations.
Predictive Analytics Dashboard
A real-time analytics platform for forecasting business metrics using machine learning algorithms. The dashboard provides interactive visualizations and actionable insights for decision-makers.
View Project →NLP Research Project
Advanced natural language processing techniques for sentiment analysis and text classification. This research project explores state-of-the-art transformer models for understanding customer feedback.
View Project →Customer Segmentation Analysis
Developed a customer segmentation model using clustering algorithms to identify distinct customer groups based on purchasing behavior and demographics.
View Project →Time Series Forecasting Model
Built a time series forecasting model to predict stock prices and market trends using ARIMA, LSTM, and Prophet models. The project includes comprehensive evaluation metrics and visualization tools.
View Project →Recommendation System
Designed and implemented a collaborative filtering recommendation system for an e-commerce platform, resulting in a 15% increase in user engagement and sales.
View Project →Anomaly Detection System
Developed an anomaly detection system for identifying fraudulent transactions in financial data using isolation forests and autoencoders.
View Project →