Welcome to my profile! I'm currently doing my master degree at Aalto University. I major in Business Analytics and minor in Computer Science. I enjoy writing codes and developing games.
- Programming languages: Python (4/5), C (4/5), C++(4/5), Scala(4/5)
- Machine learning: Scikit-learn, Seaborn, NumPy, Pandas, Matplotlib libraries
- Database management: SQL (5/5)
- Business Intelligence: Tableau (4/5), PowerBI (3/5)
- Angry Birds game(11-12.2024): A clone of original angry birds game. Used Box2D and SFML.
- Text-based adventure game(11.2024): An escape room type text-based adventure game. Players solve puzzels to collect items and unlock new story plots.
- Robot cleaner simulation(04.2024): A vacuum cleaning robot simuation. Used PyQt.
- Covid-19 vaccine database design(06.2023): Designed a COVID-19 vaccine database to keep track of different vaccine types, transportation of vaccine batches, treatment plans, and patient data. Performed ETL using SQL and Python.
- Mortgage loan approval preidciton(10.2022): Predicting whether the mortgage loan application will be approved.
- Maze game(11.2023): A small maze game - The player loses a point for each step, but can gain more points by finding treasures in the maze.
- Dots and boxes game(12.2023): A python program which creates a dots and boxes game for two players.
Machine Learning notebooks (repo)
- Revenue sensitivity analysis (Quantile regression)
- Image classification (Convolutional Neural network - VGG19)
- Natural language processing - Rating prediction (Naive Bayes Classifier & BERT transformer)
- Explainable AI (SHAP)