Fashanu JOHNSON

Senior Lecturer in Computer Science
Kaura Namoda, NG.

About

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

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

MSc

Computer 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

BSc

Computer Science

Grade: 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

Published by

The Fibonacci International Conference on Engineering, Technology, and Mathematics

Summary

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

Published by

Discover Data Springer Journal

Summary

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

Published by

KASU Journal of Computer Science

Summary

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

Published by

KASU Journal of Computer Science

Summary

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

Published by

ASUP 5th National Conference on Transforming Nigeria's Economy through Innovative Tertiary Education

Summary

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

Published by

International Conference on Change, Innovation, Informatics and Disruptive Technology

Summary

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

Published by

Annual National Conference of the School of Arts and Social Sciences, Federal College of Education Zaria

Summary

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

Published by

Fourth African Regional Conference on Scientific and Cultural Innovations

Summary

Presented insights into the evolving landscape of application software usage within Nigerian society and its broader implications.

Languages

English
Yoruba
Hausa

Skills

Computer Science Education

Curriculum Development, Lecturing, Student Mentorship, Academic Advising, Higher Education Pedagogy.

Machine Learning & Data Science

Machine Learning, Predictive Modeling, Feature Engineering, Random Forest, Linear Regression, Cloud Computing Optimization, Data Analysis, Classification Models.

Software & Web Technologies

Web Technology, Embedded System Development, File Management, Management Information Systems, Application Software, E-commerce Trends.

Research & Publication

Academic Research, Technical Writing, Peer Review, Conference Presentation, Quantitative Analysis, Statistical Modeling.

Leadership & Communication

Leadership, Verbal Communication, Written Communication, Attention to Detail, Problem Solving, Supervision, Work Under Pressure.

Interests

Recreation

Travelling, Reading, Singing, Meeting People.

References

Prof. Dr. Ahmed O. Ameen

University of Ilorin, Ilorin, Kwara State, Nigeria | aminamed@unilorin.edu.ng | +2348033862413

Dr. Engr. Orah Mohammed

Federal Polytechnic Kaura Namoda, Kaura Namoda, Zamfara State, Nigeria | mohammed.orah31@gmail.com | +2348028198356