Kolawole Tajudeen

Lagos, Nigeria- - 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