Data Science Projects

Showcasing Data-Driven Solutions, Real Insights

Here you’ll find a curated selection of my data science and machine learning projects. Each project highlights my ability to transform raw data into meaningful insights, predictive models, and actionable business value.

From exploratory data analysis (EDA) and interactive visualizations, to machine learning models, NLP solutions, and deep learning experiments, my portfolio demonstrates a strong foundation in statistics, programming, and problem-solving.

Every project is built with precision — covering data cleaning, feature engineering, model building, evaluation, and deployment. I use tools such as Python (Pandas, NumPy, Scikit-learn, TensorFlow, Matplotlib, Seaborn) to ensure solutions are both robust and scalable.

Whether applied to business intelligence, automation, or AI-driven decision-making, these projects reflect how I bridge the gap between data and real-world impact.

📊 Explore my work, discover patterns in data, and see how I can help you leverage data science for smarter solutions.

Data Science

Cats vs Dogs Image Classification with Deep Learning (TensorFlow + Streamlit)

A deep learning project that classifies images of cats and dogs using a Convolutional Neural Network (CNN) built with TensorFlow and deployed with Streamlit. Includes end-to-end training, model saving, and interactive web app for real-time predictions.

Data Science

Web Scraping & Data Cleaning Pipeline

Build a Web Scraping & Data Cleaning Pipeline with Python, BeautifulSoup, Pandas, and SQL. Automate messy data collection, cleaning, and structuring into dashboards — saving 80% of manual effort. Perfect for data science portfolios and recruiter visibility.

Preview

https://web-scraping-data-cleaning-pipeline-ybedw2d5zqfichrg2jdngn.streamlit.app

Data Science

Interactive Data Visualization Dashboard (Python • Streamlit • Plotly)

Build an Interactive Data Visualization Dashboard with Python, Streamlit, and Plotly. Showcase your data science skills by creating a dynamic dashboard that transforms raw data into actionable insights. Perfect for portfolios and recruiters looking for data-driven talent.

Preview

https://interactive-data-visualization-dashboard-jyr6vg5hiasoaxb4acpwc.streamlit.app

Data Science

Sentiment Analysis on Social Media Data

Explore how I built a Sentiment Analysis model using Python, NLP, and Streamlit to analyze social media data and visualize public opinion trends.

Preview

https://sentiment-analysis-2cs89avcypamofcfcwbbzc.streamlit.app/

Data Science

Sales Forecasting Dashboard with Python, Pandas, and Streamlit | Data Science Portfolio Project

A hands-on data science project: interactive Sales Forecasting Dashboard built with Python, Pandas, Matplotlib, Plotly, and Streamlit. Showcasing time-series forecasting, data visualization, and full-stack deployment. Perfect for recruiters evaluating data science and full-stack developer portfolios.

Preview

https://sales-forecasting-dashboard-da9cp4w4uxte3mv9vnbre6.streamlit.app

Data Science

Customer Churn Prediction Model

Customer churn is a major challenge for telecom businesses. Using machine learning, I built a classification model that predicts whether a customer is likely to leave (churn) based on their service usage, tenure, and demographics.

Preview

https://churnprediction-e4hwbkmbprqyast6rdxqnn.streamlit.app