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AdamKolodziejczak/README.md

Hi, I'm Adam Kolodziejczak πŸ’»πŸ€–

πŸ”­ Current Projects

⭐ Honors Thesis: Do Bugs Make Programmers Cry?

Mapping developer emotional states to productivity using Computer Vision. Bridging the gap between software engineering and human behavior.

Python OpenFace KOALA Py-Feat

🌐 Personal Portfolio 2.0

A high-performance site rework focused on personal projects and informaation. Features research documentation, projects, videos and more.

Astro Tailwind CSS

⚽ Ghost Defender (Sports Analytics)

Applying GANs to player tracking data to generate counterfactual "optimal" defensive movements. Shifting sports stats from descriptive to prescriptive.

LSTMs GANs SportsData

πŸ› οΈ Past Projects

🀟 ASL Tutor AI

Real-time American Sign Language teaching app. Uses hand landmark estimation to provide instant feedback on signing accuracy.

OpenCV TensorFlow

πŸ˜€ Emojiable

Investigated training and deployment of generative adversarial networks (GANs). Utilized diverse emoticon datasets for image generation.

GANs PyTorch Python Generative-AI

πŸ” OCR Benchmarks & Fine-Tuning

Comparative study of OCR engines. Fine-tuned a custom model to significantly reduce Character Error Rate (CER) on domain data.

Python Fine-Tuning PyTorch EasyOCR

πŸ‘Ύ Code Monster Turn Battle

Full-stack Java game utilizing GlassFish and Jakarta EE. Implemented client-server logic and RESTful API endpoints for game state management.

Java Jakarta EE GlassFish REST

🌐 Web Dev Movie Database

A full-stack development project focusing on responsive design, database integration, and collaborative version control workflow.

HTML/CSS vue.js node.js express.js

🧩 Sudoku Game

A fully functional, interactive Sudoku game. Features dynamic grid generation, input validation, a clean, responsive UI and a leaderboard.

JavaScript HTML5 CSS3

πŸ“Š FIFA 23 Rating vs Potential

Exploratory Data Analysis (EDA) investigating the correlation between current performance and future growth in professional football.

Python Pandas Matplotlib

Pinned Loading

  1. Data_Analysis_Fifa_23_Players_Rating_vs_Potential Data_Analysis_Fifa_23_Players_Rating_vs_Potential Public

    Understanding the players potential and how to maximize player & teams

    Jupyter Notebook

  2. Code-Monstor-Turn-Battle-Game- Code-Monstor-Turn-Battle-Game- Public

    A turn-based player vs player matchmaking game, called The Code Monster Game

    Java 1

  3. andrewmhunter/emojiable andrewmhunter/emojiable Public

    Jupyter Notebook 3

  4. OCR_Libraries_Benchmarks OCR_Libraries_Benchmarks Public

    Accuracy and Time Cost of Handwritten and Typed Text Using Optical Character Recognition Libraries

    Jupyter Notebook 1