Highly accomplished Senior Lecturer in Computer Science with over 15 years of experience in higher education, specializing in Machine Learning, Web Technology, and Embedded Systems. Drives academic excellence through innovative curriculum development, impactful research, and effective mentorship, contributing to significant advancements in data science and cloud computing. Adept at fostering student success and advancing institutional research profiles through extensive publications and conference presentations.
Work
Federal Polytechnic Kaura Namoda
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Senior Lecturer
Kaura Namoda, Zamfara State, Nigeria
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Summary
Led and delivered comprehensive Computer Science curricula, conducted impactful research, and mentored students at a leading polytechnic institution.
Highlights
Developed and delivered engaging lectures and practical sessions for over 5 core Computer Science courses, including Web Technology, Machine Learning, and Embedded System Development.
Guided and mentored numerous students in complex academic projects, fostering critical thinking and practical application of computer science principles.
Contributed to the academic advancement of the department through active participation in curriculum development and review, ensuring alignment with contemporary industry standards.
Published 7 peer-reviewed papers in international journals and conferences, advancing research in areas such as cloud computing optimization, predictive modeling, and feature engineering.
Education
University of Ilorin
Ilorin, Kwara State, Nigeria
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MScComputer Science
Courses
Web Technology
Management Information System
File Management and Organisation
Introduction to Machine Learning
Introduction to Embedded System Development
Optimizing Resource Allocation in Cloud Computing
Linear Regression with Fibonacci-derived Polynomials
Feature Engineering
Random Forest Modeling
University of Ilorin
Ilorin, Kwara State, Nigeria
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BScComputer ScienceGrade: 2nd Class Lower
Publications
A Comparative Analysis of Random Forest Model for Breast Cancer Prediction Using a Novel Feature Engineering Technique with Feature Selection and Variance Inflation Factor
The Fibonacci International Conference on Engineering, Technology, and Mathematics
Presented a comparative analysis of Random Forest models for breast cancer prediction, employing a novel feature engineering technique with feature selection and VIF.
Linear Regression with Fibonacci-derived polynomials for temperature prediction model
Discover Data Springer Journal
Authored a journal publication detailing a novel temperature prediction model utilizing linear regression integrated with Fibonacci-derived polynomials.
An Enhanced Rice Grain Classification Using a Novel Feature Engineering and Random Forest Modelling
KASU Journal of Computer Science
Published research on an advanced method for rice grain classification, combining novel feature engineering techniques with Random Forest modeling for improved accuracy.
Effects of Combination of Novel feature Engineering Technique with Random Forest Feature Selection and Variance Inflation Factor Reduction on Prediction Accuracy
KASU Journal of Computer Science
Investigated and published findings on the impact of combining innovative feature engineering with Random Forest feature selection and VIF reduction on prediction accuracy.
Optimizing Resource Allocation in Cloud Computing Unit Using Machine Learning
ASUP 5th National Conference on Transforming Nigeria's Economy through Innovative Tertiary Education
Presented research on leveraging machine learning techniques to optimize resource allocation within cloud computing units, enhancing efficiency and performance.
Creation and Development of Websites for Small and Medium –size Enterprises (SMEs) in Nigeria
International Conference on Change, Innovation, Informatics and Disruptive Technology
Presented research on the development and implementation of effective website solutions tailored for Small and Medium-sized Enterprises (SMEs) in Nigeria.
A review on the trends of e commerce in Nigeria
Annual National Conference of the School of Arts and Social Sciences, Federal College of Education Zaria
Conducted and presented a comprehensive review of emerging trends and developments within the e-commerce sector in Nigeria.
Nigerian Society and the Advance Use of Application Software
Fourth African Regional Conference on Scientific and Cultural Innovations
Presented insights into the evolving landscape of application software usage within Nigerian society and its broader implications.