Rasheed Babatunde Aiyedun

Master Thesis Demand Forecasting Using AI (FAME4ME)

My 1st Semester of the Erasmus Mundus Joint Masters Degree in Dynamics of Renewable Energy-based Power Systems will be in Ecole Centrale de Nantes, France.

Managed electrical control, wiring, and lighting systems, ensuring safety and reliability across all projects, and contributing to client satisfaction through high-quality workmanship. Utilized various testing equipment for heating and air conditioning systems, providing effective maintenance and repair services that prolonged system lifespan and enhanced performance.

Developed comprehensive marking guides, enhancing the consistency and fairness of exam evaluations. Assisted in grading student assignments and assessments, maintaining high standards of academic integrity and contributing to the overall academic success of students. Supported faculty members during teaching sessions, facilitating smooth course delivery and improving the learning experience for students.

Instructed Arduino programming with a 98% success rate, empowering students to successfully complete projects and gain practical skills in electronics and programming. Facilitated the fabrication of client engineering projects, providing valuable technical guidance that enhanced project outcomes and client satisfaction. Shared procedural insights and technical knowledge, significantly improving students’ understanding and application of electronics integration with programming.

Trained an LSTM model to predict wind speed, achieving high performance metrics (0.0416 MAPE, 0.0234 MSE, 0.1199 MAE, 0.9987 R²), which provided accurate forecasts for energy management. Implemented an eco-friendly energy solution, reducing reliance on fossil fuels and significantly decreasing Nigeria's carbon footprint.

Provided technical support during training sessions, contributing to the professional development of peers and improving the overall effectiveness of the training programs. Assisted in monitoring Airtel's telecommunication network in Western Nigeria, ensuring seamless network operation and quick resolution of issues. Diagnosed and escalated site issues to field engineers, facilitating timely maintenance and minimizing network downtime, which improved service reliability.

Designed and constructed an automatic transfer switch (ATS), ensuring seamless power transition between primary and backup sources, which improved power reliability and reduced downtime.

Designed an autonomous surveillance robot, enhancing warehouse security through real-time monitoring and anti-theft features. Applied IoT with Arduino Programming, transforming the monitoring process and providing a cost-effective solution for warehouse management.

• Carried out automation process on a farm, using cucumber farming as a case study. • Learned the use of moisture sensors for automatic controlling of irrigation system • Learned the use of soil water for controlling irrigation • Learned the preparation of programming to suit the compiled system. • Preparation of circuit and block diagram

• Carried out automation process on home appliances • Learned the application of multiplexing in operation. • Learned the application of Radio Frequency in controlling home appliances. • Learned how to build a wired and wireless remote for control • Learned how to build a remote for controlling home appliances. • Learned the application of Relay as an electromagnetic switch for controlling home appliances. • Learned the use of sound for controlling home appliances (lighting system) Preparatio

• Carried out automation process on home appliances • Learned the use of mobile phone applications for controlling home appliances • Learned the use of text messages through mobile phone for controlling home appliances • Learned the use of sound for controlling home appliances (lighting system) • Learned the preparation of programming to suit the compiled system. • Preparation of circuit and block diagram

The Design And Construction Of Two Way Traffic Light • Gained experience in design, coding and proving the circuit diagram using Proteus, and circuit wizard for simulation purposes. • Learned to consolidate the knowledge gained over the years that spanned analytical, basic electronics, embedded systems, Arduino programming, and, most significantly, teamwork.