Thomas Lipinski

Industrial Engineer

About This Site

A personal project hub built with Flask, served via Docker Swarm behind a Traefik reverse proxy. Traffic logging, bot detection, and IP banning run as separate containerized services. Some sections require a login — reach out if you'd like access.

Featured Projects

Private

Student Behavior Classification (ALP)

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

Machine Learning Classification Education
Hybrid

Cattle Behavior Classification (CSA)

Stochastic and deep learning models classifying cattle behavior from GPS and accelerometer collar data collected during Montana winters.

HMMs LSTMs Agriculture
GitHub Overview
Public

Multi-Objective Optimization (MOO)

An interactive pedagogic resource covering goal programming and multi-objective optimization, with worked examples and downloadable exercises.

Optimization Algorithms Education
Private

Job Search Tracker

Collaborative web application for tracking and sharing job search progress, with filtering, analytics, and per-application notes.

Web Development Collaboration Data Analytics
Public

Sudoku Solver

Paste any Sudoku board to get an instant solution, or generate a new puzzle at configurable difficulty. Backed by a Julia solver via a containerized API.

Julia Puzzle Algorithms
Hybrid

AI Guides

A curated video guide library ingested from YouTube. Browse guides with thumbnails and metadata; adding new content requires a login.

YouTube Curation Media
Hybrid

Memory Game

A browser-based recall game across four quadrants. Enter a username, play a round, and compare scores — results are stored and viewable by admins.

Game Browser Scores
Public

POE Map Pricing

Path of Exile map pricing analytics dashboard. Displays ML feature importance, price statistics, and live league data updated via a backend model.

Data Analytics Machine Learning Gaming
Hybrid

Traffic Monitor

Live request-origin map for this site. Visualizes geographic traffic density with color-coded markers; the admin dashboard requires a login.

Geolocation Visualization Infrastructure

Skills & Technologies

Languages

Python SQL Julia Java C C#

Data & ML

TensorFlow PyTorch pandas scikit-learn HMMs LSTMs

Systems & Web

Flask Docker Swarm Traefik Linux Git Vue REST

Engineering

Solidworks RS Logix Arena Simulation UiPath Excel

Get In Touch

Interested in collaborating or want access to a private section? Feel free to reach out.

Email Me