PROJECTS
My fascination for data mining fueled most of my proud projects in the past. In a world that generates billions of data per second, I came to realize how crucial data analysis and data knowledge discovery is to decision-making.
Latest Projects
PROJECT 1: AN ADMINISTRATIVE TOOL FOR PRIMARY SCHOOL MANAGEMENT IN ENUGU STATE, NIGERIA
Developed an Administrative tool for primary school Management in Enugu State, Nigeria. The system was developed for exam development center, certificate authentication and the inspectorate section of primary schools in the Enugu state, Nigeria. It was designed using Object Oriented Analysis and Design Methodology (OOADM), and implemented using PHP, CSS, HTML and MySQL technologies.
PROJECT 2: LOAN APPROVAL DETERMINANT USING LOGISTIC REGRESSION
Since forecasting the probability of default of a company can be determined using , the banking data of customers was split into training and test data set and feed into a sigmoid neuron. The sigmoid neuron provides decision states in the interval between 0 and 1, in such a way that if prediction is 0, then the customer’s loan application will not be approved, else if 1, the application will be disapproved. This I implemented using python and TensorFlow.
PROJECT 3: STUDENTS' PERFORMANCE ANALYSIS USING HADOOP MapReduce
This analysis went a long way to determine if parental academic qualification affect their children’s performance or not. It was implemented in python and Hadoop as the big data framework. I developed a Hadoop MapReduce program in python, which its result showed that parental academic qualification does not necessarily affect their children’s performance.
PROJECT 4: CLOUD ARCHITECTURE FOR A MEDICAL COMPANY
In this project, potential AWS services such as Amazon VPC (Virtual Private Cloud), Elastic Load balancer etc., user authentication measures, network and security measures were all adopted to improve on the current operation of a medical company. All these improvements were in order to ensure high availability and control access to the medical application etc