Car Fuel Efficiency Prediction
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Summary
Developed robust regression models to estimate car fuel efficiency based on various vehicle and engine attributes.
About
Highly analytical Data Scientist and Machine Learning Engineer with a robust foundation in Mathematics and practical experience in Python, SQL, and advanced ML techniques. Proven ability to transform complex datasets into actionable insights, driving data-driven decision-making and contributing measurable impact. Eager to leverage expertise in predictive modeling, data visualization, and Geospatial Data Science to solve real-world problems and deliver high-impact solutions.
Work
AppClick Technology
|Data Scientist Apprentice
Ibadan, Oyo State, Nigeria
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Summary
Orchestrated data analysis and machine learning initiatives, focusing on optimizing data processing and model deployment to extract actionable insights.
Highlights
Developed and optimized SQL queries and Python scripts to clean and transform complex datasets, enhancing data quality and accessibility for analysis.
Conducted comprehensive exploratory data analysis (EDA) using visualization tools like Power BI, Matplotlib, and Seaborn, identifying key trends to inform strategic decisions.
Designed and evaluated diverse machine learning models for regression, classification, and clustering tasks, contributing to predictive analytics capabilities.
Automated repetitive data processing tasks using Python/R scripting, significantly reducing manual effort and improving analytical efficiency.
Streamlined data collection methods, minimizing analysis errors by implementing robust validation processes and maintaining version control with GitHub.
Methodist Grammar School Senior
|Mathematics Tutor (NYSC)
Ibadan, Oyo State, Nigeria
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Summary
Provided comprehensive mathematics instruction and mentorship to senior secondary students, enhancing academic performance and foundational understanding.
Highlights
Delivered curriculum-aligned Mathematics lessons to senior secondary students, preparing them for WAEC/NECO exams and achieving improved pass rates.
Implemented targeted coaching sessions and analyzed student progress using Microsoft Excel, leading to measurable improvements in test performance.
Simplified complex mathematical concepts through real-life examples, enhancing student comprehension and engagement across diverse learning styles.
Mentored struggling students, providing individualized support and resources that resulted in significant academic performance improvements.
Communicated effectively with parents regarding student progress and concerns, fostering a collaborative environment for academic success.
Education
University of Ibadan
Ibadan, Oyo State, Nigeria
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Bachelor of Science
Mathematics
Courses
Linear Algebra
Analysis
Probability
Operations Research
Computational Mathematics
Q-learning through Markov Decision Theory
Languages
English
Yoruba
Certificates
Professional Diploma in Data Science
Issued By
AppClick ICT Academy
Oracle Certified Foundations Associates
Issued By
Oracle University
Skills
Python Programming
Data Analysis Libraries, Pandas, NumPy, Scikit-learn.
Data Visualization
Power BI, Matplotlib, Seaborn.
Machine Learning
Regression, Classification, Clustering, Random Forest, XGBoost, Scikit-learn.
Analytical Thinking
Problem-solving, Critical Thinking.
Effective Communication
Data Storytelling, Presentation.
Teamwork and Collaboration
Decision-making
Data Collection
Data Sourcing, Data Extraction.
Adaptability
SQL Databases
SQL Queries, Database Management.
Data Wrangling
Data Cleaning, Data Transformation.
R Programming
Scripting.
Version Control
GitHub.
Geospatial Data Science
Spatial Analysis.
Feature Engineering
Hyperparameter Tuning
Microsoft Excel
Data Tracking, Analysis.
Reinforcement Learning
Q-learning, Markov Decision Theory.
Projects
Smartphone Price Prediction
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Summary
Developed and optimized predictive models for smartphone pricing using advanced machine learning techniques.