Airline Passenger Satisfaction Prediction (XGBoost)
Summary
Developed a classification model using XGBoost to predict airline passenger satisfaction based on key features.
About
Aspiring AI/ML Engineer and Software Developer with a robust foundation in Python, machine learning, NLP, computer vision, and recommendation systems. Leveraged data-driven solutions to develop real-world projects in transportation, marketing analytics, and intelligent systems, demonstrating strong interdisciplinary technical skills through comprehensive AI/ML and software development training programs.
Education
Lagos State Youth Upskill Programme (LAG-UP)
Lagos, Lagos State, Nigeria
Training Program
Artificial Intelligence & Machine Learning
3MTT
Lagos, Lagos State, Nigeria
Training Program
Artificial Intelligence and Machine Learning
Tech4dev
Lagos, Lagos State, Nigeria
Training Program
Software Development
Courses
HTML
CSS
Javascript
Node.js
React
mongoDB
University of Lagos
Lagos, lagos, Nigeria
→
Engineering
Skills
Computer Vision
Object Detection, Traffic Density Estimation (YOLO), OpenCV (conceptual exposure).
Programming Languages
Python, HTML, CSS, Javascript, React, Node.js.
Machine Learning
XGBoost, Linear Regression, Collaborative Filtering, Model Evaluation, Accuracy, Precision, Recall, F1-Score, MSE.
Data Science
Data Cleaning, Feature Engineering, Exploratory Data Analysis, Model Tuning.
Natural Language Processing (NLP)
Text Preprocessing, TF-IDF, Bag of Words, News Classification.
Tools & Libraries
Scikit-learn, Pandas, NumPy, Matplotlib, NLTK, spaCy (learning stage).
Other Technical Skills
REST APIs, Software Development, Problem Solving, Analytical Thinking.
Interests
Artificial Intelligence
Data Science, Intelligent Systems.
Problem Solving
Data-driven approaches, Real-world problems.
Projects
Marketing Sales Prediction using Multiple Linear Regression
Summary
Developed a multiple linear regression model to analyze the relationship between sales and marketing channels.
Book Recommendation System using Collaborative Filtering
Summary
Implemented a collaborative filtering recommendation system to suggest books based on user preferences.
News Categorization using NLP Text Classification
Summary
Designed an NLP-based text classification model to automatically categorize news articles.
Intelligent Traffic Monitoring and Analysis System
Summary
Conceptualized a computer vision-powered system for real-time traffic monitoring and analysis.