Lagos, Nigeria-
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TAJUDEEN, Kolawole
kaggle.com/bamtak
github.com/bamtak
ng.linkedin.com/in/bamtak
Technical Skills
Languages: Java, JavaScript, Python, HTML
Frameworks: Spring, NodeJS, AngularJS, Flask, JQuery, VueJS
Others: Git/GitHub, Q-Learning, Reinforcement Learning, Model Selection/Tuning, SKLearn
Project Experience
Train a Smartcab How to Drive - github.com/bamtak/smartcab
Applied reinforcement learning to build a simulated vehicle navigation agent.
Modelled a complex control problem in terms of limited available inputs.
Designed a scheme to automatically learn an optimal driving strategy based on rewards
and penalties.
Building a Student Intervention System - github.com/bamtak/student_intervention
Investigated the factors that affect a student's performance in high school.
Trained and tested several supervised machine learning models on a given dataset to
predict how likely a student is to pass.
Selected the best model based on relative accuracy and efficiency.
Creating Customer Segments - github.com/bamtak/customer_segments
Reviewed unstructured data to understand the patterns and natural categories that the
data fits into.
Used multiple algorithms and both empirically and theoretically compared and
contrasted their results.
Made predictions about the natural categories of multiple types in a dataset, then
checked these predictions against the result of unsupervised analysis.
Predicting Boston Housing Prices - github.com/bamtak/boston_housing
Built a model to predict the value of a given house in the Boston real estate market
using various statistical analysis tools.
Work Experience
Real Technologies Limited, Lagos, Nigeria – Project Engineer
July, 2014 – Present
Prepare Project Execution Plan for M & E Projects, Tenders for Prospective Project,
Shop Drawings, As Built Drawings and Operation & Maintenance Manual.
Supervised ongoing Mechanical & Electrical Projects for timely and quality delivery.
Jiyoda Engineering, Lagos, Nigeria – Trainee Engineer
March, 2014 – June, 2014
Prepare Engineering Bill of Quantities for Tender.
Prepare Single Line Diagram for Distribution Sub-station
Attended Site meeting for progress report and evaluation.
Education
Colombia University & EDX – Artificial intelligence, MicroMaster
Udacity - Machine Learning Engineer Nanodegree
Oracle - Oracle Certified Associate Java SE 7 Programmer
University of Ilorin – Electrical and Electronics Engineering. B.Eng.
In Progress
In Progress
2014
July, 2012
