2025
Kwaghe International Journal
The Role of Blockchain in Securing IoT Devices
Kwaghe International Journal of Engineering and Information Technology
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Ashraf Ishaq
Assistant Lecturer & AI/ML Researcher
Computer Science educator and researcher specializing in Deep Learning, Computer Vision, and Data Science. Currently advancing single-image reflection removal algorithms and teaching the next generation of tech innovators at Federal University Wukari.
Research & Technical Expertise
Deep Learning & Computer Vision
Specializing in Gaussian Models, Encoder-Decoder algorithms, and single-image processing with cutting-edge AI techniques.
Published research on reflection removal using advanced AI methodologies
Data Science & Machine Learning
IBM certified with hands-on experience in TensorFlow, Keras, PyTorch, and scikit-learn frameworks.
Expert in supervised/unsupervised learning approaches and model optimization
Academic Excellence
Delivering engaging lectures in algorithms, data structures, and computing fundamentals to undergraduate students.
Mentoring students in research methodologies and academic development
Technical Proficiency
90%
Python
Expert
70%
MATLAB
Intermediate
75%
C++
Intermediate
85%
TensorFlow
Advanced
IBM Data Science (2022-2023)
Machine Learning Specialization (2023)
Published Research & Academic Contributions
2025
Kwaghe International Journal
Tiktok Through AI Eyes: A Deep Learning Approach to Sentiment Analysis
Kwaghe International Journal
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2024
Advanced Journal ASTE
Application of Gaussian Model and Deep Learning Encoder-Decoder Algorithm for Single-Image Reflection Removal
Advanced Journal of Science, Technology and Engineering
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2018
Journal of Emerging Technology
Biometric Enabled Computer-Based Testing System with AES
Journal of Emerging Technology
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Under Review
Pending Publication
Research Manuscript in Review Process
Currently undergoing peer review
Research Themes
- Computer Vision
- Cybersecurity
- Sentiment Analysis
- Educational Technology
Academic & Professional Experience
FUW
Assistant Lecturer
Federal University Wukari
Sep 2024 - Present
Leading undergraduate courses in Introduction to Computing, Data Structures, and Algorithm Analysis. Designing comprehensive curricula and assessment frameworks to enhance student learning outcomes.
CSC 101: Introduction to Computing
CSC 202: Data Structures
CSC 305: Algorithms Analysis
GA
Graduate Assistant
Federal University Wukari
Jun 2019 - Sep 2024
Supported senior faculty in research initiatives and lecture delivery while pursuing advanced studies. Contributed to academic excellence through teaching assistance and research collaboration.
Community Impact
0
Individuals Trained in Digital Skills
0
Years of Teaching Experience
Digital Literacy Advocate
Trained 1000+ individuals in digital skills across Taraba State, empowering communities with essential technology knowledge.
Educational Volunteer
Prepared students for WAEC and JAMB examinations, contributing to their academic success and future opportunities.
Professional Affiliations
-
Graduate Member - Computer Professionals Registration Council of Nigeria
-
Graduate Member - Nigerian Computer Society
Let's Connect & Collaborate
Open to research collaborations, academic partnerships, and consulting opportunities in AI/ML and Computer Science education.
Collaboration Areas
Deep Learning Research
Computer Vision Projects
Educational Technology
Data Science Consulting
Professional Interests
- Conference Speaking
- Research Partnerships
- Student Mentoring
- Technology Workshops