Vision Marshal – AI Traffic Violation Detection System
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Summary
Developed a real-time computer vision system for detecting and flagging road infractions, designed for edge AI deployment with automated logging and notification.
Work
Remote, Remote, Nigeria
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Summary
Executed computer vision projects focused on object detection and video understanding utilizing YOLO-based architectures, developing traffic-related vision systems and exploring advanced perception tasks.
Highlights
Built computer vision projects focused on object detection and action detection based architectures using CNN based detector ( YOLO, Slowfast)
Developed traffic-related vision systems including detection and video analysis pipelines.
Explored action recognition and temporal modeling for real-world perception tasks.
Worked with generative and segmentation models including GANs and SAM for advanced vision tasks.
Remote, Remote, Nigeria
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Summary
Developed a supervised machine learning model for customer churn prediction, executing comprehensive data preprocessing, feature engineering, and model evaluation to drive business insights.
Highlights
Developed and deployed a supervised machine learning model, accurately predicting customer churn to inform strategic retention initiatives.
Executed extensive data preprocessing and feature engineering, optimizing datasets for enhanced model performance and predictive accuracy.
Conducted rigorous model evaluation, validating performance metrics and ensuring the reliability of predictive analytics for business decision-making.
About
Highly motivated Mechatronics Engineering student with a strong passion for Artificial Intelligence, Computer Vision, and intelligent perception systems, seeking to leverage expertise in building real-time AI systems for traffic monitoring, robotics, and edge applications. Proven ability to develop and deploy advanced machine learning models for object detection, video understanding, and natural language processing, driving innovation in perception and automation technologies. Eager to contribute to cutting-edge projects that demand deep technical understanding and practical application of AI principles.
Volunteer
Window on America
|Volunteer
Remote, Remote, Nigeria
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Summary
Coordinated weekly learning sessions, engaging over 50 participants and fostering educational discussions.
Highlights
Coordinated weekly learning sessions for over 50 participants, fostering educational engagement and discussions on critical topics.
Millennium Campus Network
|Fellow
Remote, Remote, Nigeria
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Summary
Participated in community outreach programs, educating students on Sustainable Development Goals (SDGs).
Highlights
Engaged in community outreach programs, educating students on Sustainable Development Goals (SDGs) to promote global awareness and action.
Education
Federal University of Technology, Minna (FUT Minna)
Minna, Niger, Nigeria
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B.Eng.
Mechatronics Engineering
Grade: 4.53/5.0
Master-Key Comprehensive College
Minna, Niger, Nigeria
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West African Senior School Certificate
General Studies
Awards
PTDF Scholarship Awardee
Awarded By
Petroleum Technology Development Fund
Awarded scholarship for academic achievement and potential.
Vice Chancellor's Award
Awarded By
Federal University of Technology, Minna
Recognized for Academic Excellence.
Languages
English
Yoruba
Skills
Programming & AI
Python, MATLAB, Machine Learning, Deep Learning, Computer Vision, Object Detection (YOLO), Video Understanding, Natural Language Processing.
Mathematics for AI
Linear Algebra, Probability, Eigenvalues/Eigenvectors, PCA, SVD, Fourier Transform.
Embedded & Robotics
Arduino, Basic Robotics, Sensor Integration, Embedded Systems Fundamentals, Circuit Simulation.
Mechanical Design & CAD
SolidWorks, CAD Modeling, Mechanical Design, Engineering Drawings.
Tools
OpenCV, PyTorch, TensorFlow (basic), Jupyter Notebook, Google Colab, Git.
Projects
Road Anomaly Detection System (Group Project – Digital Image Processing)
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Summary
Led a team in developing a road anomaly detection system, focusing on dataset preparation, model training, and inference pipeline design using YOLOv8.
Robotics and Embedded Systems Projects (Group Project)
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Summary
Developed a line-following robot using sensor-based control systems and built a smart parking system capable of detecting empty slots and controlling automated gate access.