USMAN BABA

Lecturer, Dept. of Data Science & AI
Modibbo Adama University, Yola, 771104, Adamawa, Nigeria.

About

Highly accomplished Senior Lecturer and Researcher with a PhD in Computer Science, specializing in Machine Learning, AI, Cybersecurity, and Big Data Analytics. Proven leader in academic administration, curriculum development, and project supervision, with a strong record of publishing impactful research in credible international outlets. Expert in designing and implementing advanced technical solutions, driving educational excellence, and fostering innovation across diverse computing disciplines.

Work

Nigerian Army University Biu
|

Visiting Senior Lecturer

Biu, Borno, Nigeria

Summary

As a Visiting Senior Lecturer, provided advanced instruction and mentorship in cutting-edge computer science domains, contributing to academic program development.

Highlights

Delivered specialized lectures and seminars on advanced topics in Computer Science, enhancing student expertise and engagement.

Contributed to curriculum development and academic program review, ensuring alignment with current industry standards and research trends.

Mentored and guided students on complex research projects, fostering critical thinking and practical application of theoretical knowledge.

Modibbo Adama University
|

Senior Lecturer

Yola, Adamawa, Nigeria

Summary

As a Senior Lecturer, led advanced courses and research initiatives in computer science, contributing to the university's academic and research excellence.

Highlights

Instructed and mentored students in advanced Computer Science courses, ensuring high academic standards and fostering deep learning.

Actively engaged in impactful research, publishing findings in peer-reviewed journals and significantly contributing to the university's research profile.

Supervised numerous undergraduate and postgraduate research projects, guiding students to successful completion and fostering independent research skills.

North-Eastern University, Gombe (Formerly, Pen Resource University)
|

Lecturer I

Gombe, Gombe, Nigeria

Summary

Served as Lecturer I, holding significant leadership roles in department administration, quality assurance, and technology management, while teaching and mentoring students.

Highlights

Served as Ag. Head of Department of Computer Science and Ag. Director of Information and Communication Technology, overseeing departmental operations and IT infrastructure.

Chaired the University Quality Assurance committee and served as Ag. Director for Students Industrial Work Experience Scheme (SIWES), enhancing educational standards and practical training.

Coordinated undergraduate projects and facilitated capacity building workshops on AI, Learning Management Systems, and Total Quality Management, impacting student and staff development.

Acted as Editorial Assistant for the Journal of Scientific and Legal Studies (JSLS), contributing to academic publication processes and maintaining quality.

North-Eastern University, Gombe
|

Lecturer II

Gombe, Gombe, Nigeria

Summary

As Lecturer II, contributed significantly to academic governance, curriculum enhancement, and student assessment within the Computer Science and Computing faculties.

Highlights

Developed BSc. Computer Science curriculum, adding 30% new content to align with Core Curriculum and Minimum Academic Standards (CCMAS) for enhanced academic rigor.

Served as Departmental and Faculty Exam Officer for Computer Science and Computing, ensuring integrity and efficiency in student assessment processes.

Contributed as a member to the Academic Brief Review and CCMAS Implementation Committee, shaping the university's academic direction and program quality.

Reviewed papers for the Journal of Machine Learning and Cybernetics, contributing to peer-review processes and advancing academic discourse.

American University of Nigeria
|

Instructor of Computer Science

Yola, Adamawa, Nigeria

Summary

Instructed diverse computer science courses and mentored students, while actively contributing to research and academic reviewing activities.

Highlights

Taught nine distinct computer science courses across three semesters, demonstrating broad expertise and pedagogical versatility.

Supervised numerous undergraduate projects, guiding students through research and development phases to successful completion.

Served as a reviewer for the International Conference on Computing and Advances in Information Technology (ICCAIT 2021), contributing to peer-review standards.

Authored and co-authored research papers published in credible outlets, advancing knowledge in the field.

National Open University of Nigeria
|

System Analyst I & II

Abuja, FCT, Nigeria

Summary

Administered and optimized IT infrastructure for e-examinations and organizational operations, ensuring seamless functionality for over 200 computers.

Highlights

Designed and configured network architecture for computer-based tests, supporting over 200 computers and ensuring reliable e-examination delivery.

Administered e-examination systems and configured thin clients, hosts, and servers to maintain operational efficiency and security.

Maintained organizational intranet and associated devices, ensuring continuous connectivity and data accessibility for staff.

Provided general preventive and corrective maintenance on staff computers and printers, reducing downtime and optimizing hardware performance.

Education

Modibbo Adama University
Yola, Adamawa, Nigeria

PhD

Computer Science, with a focus on Enhanced Multi-Metric Feature Selection Technique for Lightweight Network Intrusion Detection Systems

American University of Nigeria
Yola, Adamawa, Nigeria

M.Sc

Computer Science

Courses

AI project: Investigating relative performance of assorted dimensionality reduction techniques

Final Project: Data Classification Using Various Machine Learning Algorithms

University of Maiduguri
Maiduguri, Borno, Nigeria

B.Eng. (Hons)

Computer Engineering

Grade: Second Class Upper Division

Courses

Design and Implementation of a Microcontroller based satellite tracking system

Awards

National Research Fund (NRF) Research Grant

Awarded By

National Research Fund (NRF)

Co-Researcher on a N26.8 million National Research Fund (NRF) Grant for developing a Framework for Smart Monitoring and Evaluation in University-Based Distance Learning Centres in Nigeria, contributing to significant national research.

Georgia Tech Cybersecurity Summer Institute Sponsorship

Awarded By

Georgia Tech

Selected as the only candidate from Africa (one of 12 globally) to physically attend the inaugural Cybersecurity Summer Institute at Georgia Tech, Atlanta, GA, USA, demonstrating exceptional merit and potential in the field. (https://scp.cc.gatech.edu/georgia-techs-school-cybersecurity-and-privacy-and-school-public-policy-proudly-present-csi24)

Publications

Machine learning-driven approaches in electrochemical CO2 reduction: Bridging the gap between data and sustainable catalysis.

Published by

Coordination Chemistry Reviews

Summary

Authored a publication on machine learning applications in electrochemical CO2 reduction, contributing to sustainable catalysis research.

A framework for traffic flow forecasting using graph attention networks with external factor integration.

Published by

Savannah Journal of Science and Engineering Technology

Summary

Co-authored a study on traffic flow forecasting using graph attention networks, enhancing predictive modeling in complex systems.

Emerging Trends in the Application of Machine Learning in Network Intrusion Detection Systems.

Published by

IEEE (2024 International Conference on Science, Engineering and Business for Driving Sustainable Development Goals)

Summary

Published research on emerging trends in machine learning applications for network intrusion detection systems, contributing to cybersecurity advancements.

Enhancing Network Intrusion Detection with SMOTE: A Performance Analysis.

Published by

Savannah Journal of Science and Engineering Technology

Summary

Co-authored a performance analysis on enhancing network intrusion detection using SMOTE, improving system robustness.

Towards a New Hybrid Synthetic Minority Oversampling Technique for Imbalanced Problem in Software Defect Prediction.

Published by

IEEE (2024 5th International Conference on Data Analytics for Business and Industry)

Summary

Contributed to research on a new hybrid SMOTE technique for software defect prediction, enhancing accuracy in imbalanced datasets.

Student Perceptions of ICT-Based Lecture Delivery During COVID-19 Pandemic.

Published by

Arid Zone Journal Of Engineering, Technology And Environment

Summary

Published a study on student perceptions of ICT-based lecture delivery during the COVID-19 pandemic, informing educational strategies.

Feature selection in intrusion detection systems: a new hybrid fusion of Bat algorithm and Residue Number System.

Published by

Journal of Information and Telecommunication

Summary

Co-authored research on novel feature selection methods for intrusion detection systems, enhancing cybersecurity efficiency.

Classification Preservation Using Assorted Dimensionality Reduction Techniques.

Published by

Iconic Research and Engineering Journal. IRE Journals

Summary

Published research on classification preservation using various dimensionality reduction techniques, optimizing data analysis.

Internet of Things (IOT): A Mechanism for Enhancing Teaching And e-Learning in Higher Educational Institutes (HEIs).

Published by

Nigerian Journal of Accounting and Finance

Summary

Co-authored a study on IoT mechanisms for enhancing teaching and e-learning in HEIs, improving educational technology.

An Application of Anomaly Detection to Financial Fraud Using Machine Learning.

Published by

Springer, Singapore (Proceedings of International Conference on Data, Electronics and Computing. ICDEC 2022. Algorithms for Intelligent Systems)

Summary

Published an application of anomaly detection to financial fraud using machine learning, enhancing security in financial systems.

Big Data Analytics for Credit Card Fraud Detection Using Supervised Machine Learning Models.

Published by

Emerald Publishing (Big Data Analytics in the Insurance Market)

Summary

Co-authored a chapter on big data analytics for credit card fraud detection using supervised machine learning models, contributing to financial security.

Machine Learning Based Intrusion Detection on Complex Nested Transactional SQL Queries.

Published by

IEEE (2022 IEEE Nigeria 4th International Conference on Disruptive Technologies for Sustainable Development (NIGERCON))

Summary

Published research on machine learning-based intrusion detection for complex SQL queries, enhancing database security.

An Ensemble Learning Approach for Software Defect Prediction in Developing Quality Software Product.

Published by

Springer, Cham (Advances in Computing and Data Sciences. ICACDS 2021. Communications in Computer and Information Science)

Summary

Co-authored a publication on an ensemble learning approach for software defect prediction, improving software quality assurance.

Coping with a broken grid: The effects of fossil fuel backup generators in Maiduguri, Nigeria.

Published by

Nigerian Research Journal of Engineering and Environmental Sciences

Summary

Published a study on the effects of fossil fuel backup generators in Maiduguri, Nigeria, addressing energy challenges.

Low Lighting Condition Based Facial Recognition Attendance System.

Published by

International Conference on Computing and Advances in Information Technology (ICCAIT 2021)

Summary

Presented research on a facial recognition attendance system optimized for low lighting conditions, enhancing biometric security.

Evaluating Signalling and Packet Delivery Cost for NDN Producer's Mobility in Smart & Sustainable Environment.

Published by

Journal of Adv Research in Dynamical & Control Systems

Summary

Published research evaluating signalling and packet delivery costs for NDN producer's mobility in smart environments, optimizing network performance.

Three Novel Approaches to Dimensionality Reduction.

Published by

20th International Conference on Artificial Intelligence, ICAI'18

Summary

Presented three novel approaches to dimensionality reduction, enhancing data processing efficiency.

Investigating the relative performances of assorted dimensionality reduction techniques.

Published by

20th International Conference on Artificial Intelligence, ICAI’18

Summary

Investigated the relative performances of various dimensionality reduction techniques, optimizing data analysis methods.

Languages

English
Arabic
Deutsch
Hausa

Certificates

Computer Professionals (Registration Council of Nigeria) CPN – 009202/2023

Issued By

Computer Professionals (Registration Council of Nigeria)

International Information System Security Certification Consortium (ISC²) Candidate ID: 3009205

Issued By

International Information System Security Certification Consortium (ISC²)

Registered Engineer (R56043)

Issued By

Council for the Regulation of Engineering in Nigeria (COREN)

Association of Ranking Professionals (ARP) – Charter No: 0285

Issued By

Association of Ranking Professionals (ARP)

Teachers Registration Council of Nigeria (TRCN) AD/R/01594

Issued By

Teachers Registration Council of Nigeria (TRCN)

National Association of Artificial Intelligence Practitioners (NAAIP) – Charter No: 254

Issued By

National Association of Artificial Intelligence Practitioners (NAAIP)

Mastering University Rankings for Global Visibility

Issued By

VICBHE

ABC of Artificial Intelligence

Issued By

VICBHE

5-Day Generative AI Intensive Course

Issued By

Kaggle

Writing Grant – Winning Proposals and Fundraising

Issued By

VICBHE

Diploma in Islamic Studies (In Arabic)

Issued By

ZAD Academy

Professional Diploma in Education

Issued By

Federal College of Education, Yola

Introduction to Sustainable Development

Issued By

MOOC

Media and Information Literacy

Issued By

MOOC

Microsoft Certified Solutions Expert (Windows Server 2012)

Issued By

Microsoft

Proficiency in Computer Aided design using AutoCAD
Computer Maintenance
Computer Networking and Web design

Skills

Programming & Data Science

Python, Scikit-learn, MATLAB, Generative AI, ML Pipeline, Machine Learning, Data Classification, Dimensionality Reduction, Big Data Analytics, AI Project Development, Fraud Detection, Crop Classification, Convolutional Neural Networks, Anomaly Detection.

IT Systems & Networking

Computer Maintenance, Networking, Git/Github, Thin Clients, Hosts, Servers, Network Architecture Design, Intranet Management, E-examination Systems, Information Security, Intrusion Detection Systems, Network Operating System.

Learning Management Systems

Canvas LMS, MOODLE LMS, Learning Management Systems.

Tools & Software

MS Excel, AutoCAD, Microsoft Certified Solutions Expert (Windows Server 2012).

Web Technologies

HTML/CSS, Web Programming, Web Technologies, Web Application Development, Web Design.

Research & Academia

Academic Brief Review, Curriculum Development, Quality Assurance, Project Coordination, Grant Writing, Scientific Review, Editorial Assistance, Teaching, Mentorship, Undergraduate Project Supervision, Academic Governance.

Cybersecurity

Cyber Security, Information Security, Intrusion Detection Systems, Network Intrusion Detection Systems, Cybersecurity Summer Institute.

Interests

Sports & Recreation

Football, Swimming, Taekwondo.