Thomas Lipinski

Industrial Engineer

Building intelligent solutions through data analysis, machine learning, and software development.

About Me

I specialize in creating data-driven applications and machine learning models that solve real-world problems. Though my BS and MS degrees are in Industrial Engineering, my expertise lies in behavior classification, optimization algorithms, and computer systems.

Some of the projects I work on have data sensitivity issues and are not publicly available. Feel free to reach out for a more thorough look / collaboration opportunities on those projects including the ALP, PLM, and JobSearch work.

Featured Projects

Student Behavior Classification (ALP)

Machine learning system to identify and classify student behaviors, helping educators better identify underperfoming students early in a semester.

Machine Learning Classification Education

Cattle Behavior Classification (PLM)

Stochastic and ML algorithms to monitor and classify cattle behavior, improving animal welfare and farm management.

Hidden Markov Models LSTMs Validation and verification Agriculture
View on GitHub View Demo

Multi-Objective-Optimization (MOO)

A pedagogic page dedicated to teaching about multi objective optimization through interactive learning excercises.

Algorithms Optimization Data Science

Job Search Tracker

Collaborative web application allowing close friends to track and share job search progress, improving accountability and success rates.

Web Development Collaboration Data Analytics

Skills & Technologies

Languages

  • Python
  • SQL
  • Excel
  • Julia
  • Java
  • C
  • C#

Frameworks & Libraries

  • TensorFlow
  • Selenium
  • Flask
  • Vue

Tools & Platforms

  • Git
  • Docker
  • Linux
  • Apache2

Manufacturing tools

  • Solidworks
  • RS Logix
  • Arena Simulation
  • UiPath

Get In Touch

Interested in collaborating or want to learn more about my work? Feel free to reach out!

Email Me