My Projects

A showcase of my work in data science, machine learning, and AI. Each project demonstrates different aspects of the ML lifecycle from data collection to deployment.

Sales Push Notifications Recommendation System
Machine Learning
Production

Sales Push Notifications Recommendation System

Recommendation System that analyzes customer behavior and sales features to provide personalized sale suggestions in push notifications.

Choose2025
PythonSQLPyTorchPolars+13 more
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User Clustering for New Sales Push Notifications
Data Science
Completed

User Clustering for New Sales Push Notifications

Customer segmentation system using unsupervised learning to identify distinct user groups, enabling targeted marketing strategies and personalized user experiences.

Choose2025
PythonSQLPolarsDBSCAN+6 more
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Binary Classification Neural Network (From Scratch)
Deep Learning
Completed

Binary Classification Neural Network (From Scratch)

Implemented a simple neural network from scratch to predict insurance purchase decisions based on customer demographics.

Personal Project2024
PythonNumpyPandasScikit-learn
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Nike Shoe Model Image Classification Using TensorFlow and Transfer Learning
Deep Learning
Completed

Nike Shoe Model Image Classification Using TensorFlow and Transfer Learning

Built an image classification model using TensorFlow and transfer learning to recognize Nike shoe models from images.

Personal Project2024
PythonTensorFlowTensorFlow HubNumpy+4 more
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Automated Detection and Removal of Corrupted Video Frames Using OpenCV and DBSCAN
Computer Vision
Completed

Automated Detection and Removal of Corrupted Video Frames Using OpenCV and DBSCAN

Automated detection and removal of corrupted video frames using OpenCV, feature extraction (color histograms, SIFT, ORB), and DBSCAN clustering, followed by frame reordering and video reconstruction.

Personal Project2025
PythonOpenCVDBSCANSIFT+4 more
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Interested in Working Together?

I'm always open to discussing new opportunities, collaborating on exciting projects, or sharing knowledge about data science and machine learning.

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