UTHMAN ABIOLA KAREEM

https://www.linkedin.com/in/uthmankareema3b77828/

GitHub: https://github.com/uthmankareem

Email: ad1w9b@r.postjobfree.com Phone: 334-***-**** About me

I am passionate about systems optimization, data analytics and technological innovation. Also, I am an Analytic & dynamic problem solver with diverse industrial work experience.

OBJECTIVE To contribute to the development of my workplace, its environment, and the world at large through application of quantitative modelling skills, optimization, data analytics & Machine Learning.

EDUCATION Ph.D. Industrial, Man. & Sys. Engineering, University of Texas at Arlington, TX [GPA – 3.90/4.0] Expected: Dec 2024 Ph.D. Industrial & Systems Engineering, Auburn University, AL (First Year Only) [GPA - 4.0/4.0] Dec 2020 BSc. Industrial and Production Engineering, University of Ibadan, Nigeria [GPA – 3.52/4.0] Oct 2009 SKILLS Technical: MS Office, Python, SQL, AMPL, CPLEX, R, Minitab, Power BI, visualization, Mathematical Modeling, Statistical Modeling, Data Analytics & Machine Learning

Soft: Problem solving, Creative Thinking, Strategic Planning, Communication, Presentation and Facilitation & Good Teamwork TRAININGS Lean Six Sigma Green Belt, Microsoft AZ 900 Certified, AWS VPC creation COURSES Data Analytics & Modelling, R for Data Science, Data Mining, Predictive Modelling, Linear Programming & Network Analysis, Engineering & Manufacturing Economy, Design of Experiment, Applied Regression Analysis, Dynamic Optimization, Response Surface Method & Design and Analysis of Computer Experiments, Inventory Systems Design & Forecasting, Stochastic Processes and Modeling PROJECTS ● Optimized Single-Leg Air Cargo Capacity Using Dynamic Optimization

● Applied auto-regressive model to predict stock performance using time series data with better mean absolute error compared to existing forecast methodology applied

● Developed a Regression Model Package Using R

● Developed multiple machine learning models including Random Forest(XG Boost & Bagging), decision tree, KNN & Gaussian Bayesian Classifier to Improve balanced accuracy score of crop yield prediction from 82% to 97%

● Wrote a python algorithm for clustering behavioral pattern from scratch

● Developed a logistic regression model to predict hospital patient readmission using combination of EDA, scikit learn and pipeline building

● Developed a Regression Model for Prediction of Optimal Dietary Requirement with Consideration for Calories Using Python

● Built a stochastic Markovian dynamic optimization decision model to predict best investment options over certain period of time

● Carried out an Experimental Design & ANOVA on Packaging Material Impact on Products

● Conducting Data Analysis and Computer Experiment (On-Going) with steps of design of experiment, simulation, statistical model fitting and multi-objective criteria optimization

PROFESSIONAL

EXPERIENCE

Graduate Research Assistant – University of Texas at Arlington May 2021 – Present

● Conducts Literature Reviews

● Carry out Data Analysis for Insight & Develop Statistical Models

● Apply Machine Learning Models for Prediction

● Develop Mathematical Models for Optimization

● Run Simulation & Computer Experiments

● Design of Experiments & Response Surface Method

Graduate Teaching Assistant – University of Texas at Arlington Jan 2021 – May 2021

● Conducted Tutorials on Probability & Statistics Class

● Graded Homework and Exams

Laboratory Assistant – Auburn University Aug 2020 – Dec 2020

● Remodeled Laboratory Process Workflow

● Implemented Safety Guidelines

● Operated Laboratory Automated Systems like Automatic Storage & Retrieval System

● Managed Equipment Tagging and Documentation

● Created Facilities Layout Plan

● Kept & Updated Equipment Inventory

● Implemented Continuous Improvement Initiatives

Graduate Teaching Assistant – Auburn University Jan 2020 – May 2020

● Led Class Tutorials

● Developed Solutions to Operations Research Problems using Mathematical Modeling & Gurobi as a Solver

● Graded Exams and Homework

● Mentored Students on Performance Improvement

● Providing Solutions to Case Studies ranging from Scheduling, Supply Chain, Capacity Planning, and Inventory Problems Operations Manager – Shakar Global Ventures, Ibadan, Nigeria Nov 2017 – Nov 2019

● Managed Products Innovation Projects

● Developed Products Shipment Optimization Models

● Data Analysis Using Python & R for Sales Operations & Improvements

● Applied Machine Learning Algorithms to Determine Production Volume Plan

● Mining and Exploring data for analysis and prediction using structured query language, python and its packages Page 2 Uthman Abiola Kareem

LEADERSHIP

EXPERIENCE

● E - Council Representative, Inst. for Operations Research & Management Science, Auburn University Aug 2020 – Dec 2020

● Soccer Manager, Faculty of Technology, University of Ibadan, Nigeria Aug 2008 – Aug 2009

● Public Relationship Officer, Faculty of Technology, University of Ibadan, Nigeria Oct 2007 – Aug 2008

● Sport Secretary, Faculty of Technology, University of Ibadan, Nigeria Aug 2006 – Jun 2007 PROFESSIONAL

MEMBERSHIP

● National Society of Black Engineers

● Institute for Operations Research and Management Science

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