Portfolio

Projects

Ultimate Guide to ISE @ OU

Machine Learning in Healthcare

Slides || Proposal || Paper

Skills: Exploratory Data Analysis (EDA), Logistic Regression, Survival Analysis with Kaplan-Meir Kurves

Tools: Excel, R studio, Python, Canva

Machine Learning on Bitcoin

Slides || Paper

Skills: Exploratory Data Analysis (EDA), Unsupervised Machine Learning to find optimal Regression formulas, Residual Analysis

Tools: Excel, R studio, Canva

Quality & Reliability Engineering

Project || Excel || Final Exam || Final Excel

Skills: Statistical Quality Control, PP and QQ plots, Control Charts, Process Capability Calculations

Tools: Excel

Advanced Statistics

Slides || Paper || Follow up Slides || Follow up Paper

Skills: Data Analysis, Bootstrap Resampling using Monte Carlo Simulation, Level-Loading, Within Subjects Design of Experiments, Pairwise Comparisons; Shapiro Wilk, ANOVA, Friedman’s test,

Tools: Google sheets, NASA-TLX, Qualtrics, Excel, R Studio

Common Factory Improvment Tools

Paper || Excel

Skills: Reliability Analysis, Nonlinear Optimization, Goal Programming Optimization, Decision Trees, AHP For Decision Making, Estimating Distribution Parameters, TOPSIS

Tools: Excel, Solver

Top Interdisciplinary Capstone Project

Certificate || Poster || Slides || Paper

Skills: Project Scope, Team Leadership, Project Management, Requirements, Time Studies, Data Analysis, Bootstrap Resampling, ARENA Simulation

Tools: Google sheets, Excel, R Studio

Business

International Experience

Mexico ‘25 - Resilient Global Supply Chains

Project 1 || Project 2 || Pictures

Learned: 4 Part Supply Chain Model, Bullwhip Effect, Push & Pull Systems, Supply Chain Speed and Efficiency, Production Systems

Tools Used: Excel, Google Docs

France ‘24 - Sustainable Engineering

Project 1 || Project 2 || Final Project || Final Paper || Pictures

Learned: Life Cycle Analysis (LCA), Cradle-to-Grave Analysis, Carbon Emission Calculations, Environmental Runoff Calculations

Tools Used: OpenLCA, Excel

3 years of leadership

I’ve been the president of three engineering organizations (IISE, APM, JHLP), and the president of NormanNEXT @ OU.

The recent record breaking JHLP retreat

Recent Norman Next Under 40

4 years of work experience

KISS Institute for Practical Robotics

Engage Learning

OU Industrial & Systems Engineering

Northrop Grumman

Software skills

Excel

Python

VBA Scripting in Excel

R Studio

Optimization in Python

Solidworks

Google OR Tools

SAS

NASA TLX Framework

Simuation

PowerBI

Microsoft Project

Excel Example 1 || Excel Example 2

Excel Example

Simple Monte Carlo Example

R Example 1 + Data || R Example 2

Awards

The Outstanding ISE Senior

Engineering Diploma

Interdisciplinary Capstone - First Place

Lean Six Sigma Green Belt

Secret Security Clearance

Summa Cum Laude

References

Contact

Linkedin.com/in/Judah-Anttila

(405) 535-6048

Judah.Anttila@gmail.com

Update: I’m currently only interested companies with a healthcare or sustainability focus. If you’re not in those industries you can still email, but it’s unlikely that I’ll say yes.