Highly analytical AI and Automation Engineer with a foundational background in Agricultural Engineering, specializing in building digital infrastructure to drive industrial efficiency and scalability. Expertly bridges complex domain problems with streamlined technical solutions, leveraging Python, Machine Learning, and low-code automation platforms like n8n, Make, and Zapier. Proven ability to develop custom AI applications, predictive models, and robust workflow automations that enhance operational effectiveness and decision-making across modern industries.
AI/ML Engineering Intern
Osogbo, Osun State, Nigeria
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Internship
Summary
Leveraged Machine Learning (ML) and predictive modeling to develop pipelines using Python, SQL, and supervised and unsupervised learning, like Linear Regression. Built interactive Streamlit applications, including a Student Dropout Predictor and AgriPrice Alert AI, to transform complex datasets into actionable, data-driven solutions.
Physics & Physical and Health Education (PHE) Teacher (NYSC Intern)
Oko, Oyo, Nigeria
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Summary
Led instruction in Physics and Physical & Health Education, translating complex concepts into practical applications to enhance student comprehension and academic readiness.
Highlights
Simplified advanced Physics concepts for secondary school students, improving comprehension and preparing them for academic success and future career paths.
Integrated modern technology and engineering principles into Physics lessons, demonstrating real-world relevance and enhancing student engagement in digital-age applications.
Educated students on physical fitness and health management, fostering a culture of wellness and discipline that positively impacted daily activities.
Developed tailored lesson plans that aligned with curriculum standards, resulting in improved student performance in Physics and PHE examinations.
Web Developer & Technical Sales Engineer
Ede, Osun, Nigeria
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Summary
Drove digital sales and customer satisfaction by collaborating on e-commerce platform maintenance and providing expert technical advisory for electronic systems.
Highlights
Collaborated with software teams to design and maintain a high-uptime e-commerce website using HTML/CSS, PHP, and SQL, directly supporting continuous digital sales operations.
Diagnosed and repaired faults in electronic systems, significantly reducing equipment downtime for clients and enhancing operational efficiency.
Served as a technical advisor, translating complex engineering specifications into clear, actionable advice for customers, which contributed to driving sales and improving customer satisfaction.
Implemented front-end and back-end improvements that enhanced user experience and system reliability for the e-commerce platform.
Industrial Training (Student Industrial Work Experience Scheme (SIWES))
Ede, Osun, Nigeria
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Summary
Contributed to multidisciplinary engineering and software development projects, gaining hands-on experience in web, desktop, and mobile application development alongside hardware design.
Highlights
Collaborated with multidisciplinary engineering and software developer teams on diverse projects spanning computer science, engineering, and IT.
Assisted in the development of various software solutions, including web, desktop, and mobile applications, enhancing practical coding and deployment skills.
Gained hands-on experience with hardware projects, specifically involving Microcontrollers, Microprocessors, and Printed Circuit Board (PCB) designs.
Contributed to project lifecycle from conceptualization to implementation, applying theoretical knowledge to practical engineering challenges.
Demonstration Basic and High School Tutor
Nigeria, Nigeria, Nigeria
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Summary
Provided comprehensive tutoring in English, Mathematics, and basic subjects to students, preparing them for academic success and examinations.
Highlights
Tutored basic class students in English-language, mathematics, and core subjects, improving foundational knowledge and academic performance.
Provided targeted mathematics instruction to high school students, enhancing their problem-solving skills and preparing them effectively for term/session exams.
Developed customized learning plans and instructional materials to address individual student needs and learning styles.
Monitored student progress and provided constructive feedback, leading to measurable improvements in test scores and subject comprehension.
Computer and System Operator
Akure, Ondo, Nigeria
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Summary
Managed critical office hardware operations and document preparation, ensuring minimal downtime and high-quality output for client communications.
Highlights
Operated and maintained high-volume office hardware, including printers, scanners, and photocopiers, ensuring continuous functionality for business operations.
Troubleshot and resolved minor technical issues with office equipment, minimizing downtime and supporting uninterrupted workflow.
Prepared, typed, and formatted official documents using Microsoft Office Suite (Word, Excel, PowerPoint), achieving high accuracy and professional presentation for clients.
Streamlined document management processes, contributing to efficient administrative support and client satisfaction.
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Bachelor of Engineering
Agricultural Engineering
Grade: 3.89/5.00
Courses
Undergraduate Research Project: “Web-Based Decision making software for farm management” Project Supervisor – Professor F. R. Falayi.
Issued By
Duke University | Coursera
Issued By
OpenClassrooms
Issued By
University of Michigan | Coursera
Issued By
University of Michigan | Coursera
Issued By
Udemy
Issued By
Coursera
Python, PHP, C, HTML, CSS, JavaScript, SQL.
Artificial Intelligence, Machine Learning, Predictive Modeling, Computer Vision, Phenotyping, Agri Robotics, Smart Agriculture, Precision Application and Control.
n8n, Make, Zapier, Operational Workflow Automation.
GitHub, Streamlit.
Microsoft Office Suite (Word, Excel, PowerPoint), Canva.
Communication, Problem-Solving, Critical Thinking, Strategic Planning, Stakeholder Management, Process Optimization, KPI Tracking, Guidance and Counselling, Educational Leadership.
Showcasing project
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Summary
An ML-powered web application using a Random Forest model trained on localized Nigerian dropout drivers to predict student risk weeks in advance. It features an accessible user interface that translates raw data into color-coded risk scores and plain-language, actionable recommendations to prevent student dropouts.
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Summary
Developed a web-based decision-making software designed to enhance farm management efficiency and productivity, presented as an undergraduate research project. Project Supervisor – Professor F. R. Falayi.
Problem Solving, Electronics and Gadgets, Open Source and coding, Music.
Engineered an AI voice concierge and automation pipeline that handles restaurant calls, answers menu FAQs, and captures order/reservation details. Integrates automated data routing to log customer inputs seamlessly onto a central dashboard, eliminating manual records and preventing customer loss during peak hours.
NYSC CDS Coordinator
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Summary
Direct and coordinate community development service (CDS) projects across the Sports, Education, and Environmental sectors for the entire axis. Manage cross-functional teams of corps members and collaborate with local stakeholders to execute high-impact regional community initiatives. Oversee resource allocation, project timelines, and team logistics, ensuring successful project delivery and compliance with community goals.
Phone Number: 08033944486
Email: bankoleridwanabiola@gmail.com Phone Number: 07065866555
