Projects | Iye Szin

I work at the intersection of computer science, environmental science, and human well-being, developing AI systems that are sustainable, evidence-based, and human-centered. My interdisciplinary background allows me to bridge technical implementation with broader societal considerations, particularly in international and diverse team environments.

My Projects

Computational Challenges in Rock Classification

Knowledge Representation, Computational Ontologies, Scientific Computing

Theoretical research examining knowledge representation problems in computational petrology and proposing new framewo...

Interdisciplinary Research In Progress 2025

Structured Malay Learning System for Adults

HTML, CSS, Jekyll, Instructional Design

Designed and built a comprehensive, level-based Malay language learning resource for adult learners.

Education Technology Completed 2025

Data Science in Spectroscopy

Python, TensorFlow, Spectral Libraries (RRUFF)

Interdisciplinary research combining computational methods and petrology. Developing machine learning models for spec...

Interdisciplinary Research In Progress 2025

Adaptive Emotional Robotics

Python, ROS

Collaborative development of emotionally expressive robotics systems for therapeutic and educational applications.

Human-Centered Technology Completed 2023

Pokémon Object Detection with Mask R-CNN

Python, TensorFlow, Mask R-CNN, OpenCV

Implementing transfer learning with a pre-trained Mask R-CNN model to detect custom objects like Pikachu in images.

Computer Vision Completed 2023

React Native, Python Flask, OpenCV

Mobile application helping people with color blindness perceive colors more accurately through customized image recol...

Assistive Technology Completed 2023

Sign Language Robot: ROS2-based Human-Robot Interaction Framework

Python, ROS2, TensorFlow, Computer Vision, MediaPipe, Robotics

Designed and implemented a comprehensive system enabling robots to recognize and produce sign language, enhancing acc...

Assistive Technology Completed 2023

Deep Learning Image Classification

Python, TensorFlow

Exploring neural network architecture optimization for visual recognition tasks.

Interdisciplinary Research Completed 2023

Python

Exploring facial recognition technology through mathematical principles while considering ethical implications.

Ethical AI Completed 2023

Python, OpenCV

Developing image processing systems that automatically count objects in different orientations and environments.

Human-Centered Technology Completed 2022

Signal Control GUI System

Python, PyQt5

Interactive graphical user interface that allows real-time creation and control of signals using PyQt5.

Education Tech Completed 2022

Handwritten Assamese Numeral Recognition

MATLAB

Creating culturally inclusive digit recognition systems for the Assamese script through feature extraction and patter...

Interdisciplinary Research Completed 2022

Document Analysis with TF-IDF

Python, NLTK

Building information retrieval systems that extract meaningful insights from document collections using term frequenc...

Interdisciplinary Research Completed 2022

HTML, JavaScript, CSS, Jekyll

Designed and built a responsive portfolio website to showcase my projects and skills using Jekyll and GitHub Pages.

Web Development In Progress 2021

Email

iyeszin@gmail.com

Phone

Address

Leoben, Austria

My Projects

Computational Challenges in Rock Classification

Structured Malay Learning System for Adults

Data Science in Spectroscopy

Adaptive Emotional Robotics

Pokémon Object Detection with Mask R-CNN

Color Vision Deficiency Assistant

Sign Language Robot: ROS2-based Human-Robot Interaction Framework