Welcome - Josué Kpatcha Portfolio

Learn About Me

About Me

As a data engineering student with strong expertise in machine learning, I turn complex datasets into actionable insights. I design scalable data models, implement cutting-edge algorithms, and build systems that empower businesses to make data-driven decisions. My blend of technical proficiency and analytical skills ensures efficient data pipelines and impactful results, driving innovation and strategic success.

SQL

85%

Python

95%

Java

80%

70%

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Work Experience (< 1 Years)

Jul 2024 - Sept 2024 (2 months)

3D SMART FACTORY

3D Deep Learning/Machine Learning Internship (Hybrid, Morocco)

• Development of Advanced 3D Segmentation Models Designed and implemented two advanced 3D segmentation models, 3DUnet and 3DUnetKAN, leveraging deep learning techniques and MRI brain scans processing to accurately segment brain tissues using MRI data.

• Integration of Kolmogorov-Arnold Networks (KAN) and U-Net Architecture enhanced the model performance by integrating Kolmogorov-Arnold Networks (KAN) with the U-Net architecture. This included applying techniques such as convolutional layers, batch normalization, and dropout regularization, improving the precision of brain tissue segmentation..

Fev 2024 - March 2024 (4 weeks)

CODSOFT

Data Science Internship (Remote)

• Engineered a credit card fraud detection model during . Preprocessed data, conducted exploratory analysis, and balanced the dataset. Implemented and compared Logistic Regression and LinearSVC algorithms, evaluating performance using precision, recall, and F1-score metrics. Achieved high accuracy in fraud detection, showcasing proficiency in machine learning and real-world financial problem-solving..

• Spearheaded an in-depth analysis of Indian cinema data, employing advanced Python techniques for data cleaning, exploratory analysis, and machine learning. Engineered a Random Forest model achieving 94% accuracy in predicting movie ratings, while uncovering critical insights on viewer preferences and industry trends to inform strategic decisions..