نبذة عني
Data Science postgraduate with practical experience in machine learning, statistical analysis, and
end-to-end model development using Python. Worked on classification, segmentation, and
computer vision projects involving…
Data Science postgraduate with practical experience in machine learning, statistical analysis, and
end-to-end model development using Python. Worked on classification, segmentation, and
computer vision projects involving data collection, preprocessing, feature engineering, and model
evaluation. Comfortable working with real-world datasets and aligning analytical outcomes with
business objectives.
المشاريع
Restaurant Sales Analytics Dashboard
<p>Cleaned and analyzed sales and payment data to build dashboards tracking weekday trends, payment modes, and manager-wise performance, enabling accurate operational reporting. </p>
Customer Segmentation & Behavioral Analysis (RFM)
<p>Prepared and analyzed customer transaction datasets to compute Recency, Frequency, and Monetary metrics, segmenting users into high-value and churn-risk groups and presenting insights through an interactive Power BI dashboard. </p>
Satellite Land Classification – Agriculture vs Non-Agriculture
<p>Processed large image-based datasets, applied data augmentation and labeling, and built classification models to convert raw satellite imagery into structured, analyzable land-use data. </p>
SpaceY: Rocket Launch Prediction
<p>Built a data collection and cleaning pipeline using APIs to compile rocket launch records, performed EDA and data validation, and generated analytical outputs to support mission risk and performance reporting. </p>
British Airways Customer Classification
<p>Collected, cleaned, and prepared customer transaction data, performed feature engineering and validation, and analyzed factors influencing customer purchases. Built classification models and interpreted results to identify key behavioral and revenue drivers. </p>