Plant Disease Image Classification
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Summary
Developed a Convolutional Neural Network (CNN) model to detect diseases in plant leaves using image data, supporting agricultural diagnostics.
About
Highly motivated Computer Engineering student with a strong foundation in machine learning, deep learning, and data science. Proven ability to develop and deploy predictive models, implement robust image classification systems, and extract actionable insights from complex datasets. Eager to leverage expertise in Python, TensorFlow, and Docker to drive innovation in data-driven environments and contribute to impactful projects.
Volunteer
Data Science Nigeria (DSN OAU)
|Co-Lead
Ile-Ife, Osun State, Nigeria
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Summary
Led community-driven initiatives and educational programs to foster data science literacy and project development among students.
Highlights
Tutored over 50 students in machine learning fundamentals and guided them through the development of practical machine learning projects during a community-driven bootcamp.
Co-led strategic planning and execution of data science events, effectively mentoring over 100 participants and significantly increasing engagement within the university's data science community.
Skills
Programming Languages
Python, SQL.
Machine Learning & Deep Learning
Scikit-Learn, TensorFlow, Keras, Convolutional Neural Networks (CNN), Model Evaluation (Accuracy, AUC Score), Feature Engineering, Exploratory Data Analysis (EDA).
Data Analysis & Visualization
Pandas, Numpy, Matplotlib, Seaborn, Jupyter.
Deployment & MLOps
Flask, Streamlit, Docker, AWS, Git, Poetry, API Development.
Education
Obafemi Awolowo University
Ile-Ife, Osun State, Nigeria
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Bachelor of Applied Science
Computer Engineering
Courses
Applied Statistics & Probability
Structures and Algorithms
Numerical Methods
Certificates
Introducing Generative AI with AWS
Issued By
AWS
Career Essentials in Generative AI
Issued By
Online Course Provider
AWS Educate Machine Learning Foundations
Issued By
AWS Educate
Projects
Lung Colon Image Classification
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Summary
Created a Convolutional Neural Network (CNN) model to accurately detect lung and colon cancer in patients using medical image scans.
Financial Inclusion in Africa (Zindi Hackathon)
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Summary
Built a machine learning model designed to identify individuals in Africa more likely to own bank accounts, contributing to financial inclusion efforts.
Loan Approval Prediction System
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Summary
Developed a machine learning model to predict loan approval status for financial institutions, enhancing decision-making processes.