Data Portfolio
Data Engineering
A collection of data analysis, machine learning models, and visualization projects, mostly open-sourced as Jupyter and R notebooks.
8 / 8 PROJECTS
R
2023
Sri Lanka Weather Forecasting
Time series analysis and forecasting system for weather data across Sri Lankan districts.
Python
2022
Customer-Segmentation (Instacart)
A clustering-driven solution to identify customer segments for targeted marketing.
View Analysis
Python
2022
Customer Churn Prediction
This project focuses on analyzing and predicting customer churn in a telecommunications company. This project focuses on analyzing and predicting customer churn in a telecommunications company.
View Analysis
Python
2022
Content Base Movie Recommender System
The project leverages metadata from movies to suggest similar movies based on their content.
Computer Vision
2024
Sign Language Detection (YOLO-v5)
Computer vision pipeline to detect sign language gestures with YOLO-v5.
CNN
2023
Flower Recognition
This project implements a Convolutional Neural Network (CNN) using TensorFlow and Keras to classify images of flowers into five distinct categories: daisy, dandelion, rose, sunflower, and tulip.
View Analysis
Power BI
2023
Toy Sale Visualization with Microsoft Power BI
The project includes data cleaning, transformation, and visualization to provide insights into toy sales trends.
View Analysis
Python
2023
Spam Message Text Classification using Streamlit
This application performs spam message text classification using a machine learning model. Users can input a text message, and the application predicts whether the message is spam or not.