Wrapping up code
... and building expertise in software development & machine learning.
About Me
Software Developer and Data Analyst with more than 10 years of experience in producing data-driven analysis to provide effective inter-governmental solutions. Skilled in web design, data analysis and visualization, with expertise in data munging, regression, classification, neural networks and other inference techniques. Proficient in SQL, Excel, and Tableau.
Skills
- Statistics and Visualization: Descriptive, Statistical, Predictive Analytics, Seaborn, Matplotlib, Tableau
- Programming Languages: Python, Javascript
- Other Tools, Skills: HTML, CSS, Google Colab, Amazon Web Services (Sagemaker, S3, Amplify), MLOps
- Database: SQL, Excel, MongoDB
- Deep Learning: Neural Networks, Computer Vision, Image Recognition
- Machine Learning: Classification and Regression Algorithms, Statistical Inference, Exploratory Data Analysis, Clustering Techniques, PCA, tSNE, Recommendation Systems, Hyperparameter Tuning, Feature Selection, Scikit-learn, NumPy, Pandas, XGBoost, Performance Monitoring
Select Projects
- Shinkansen Travel Experience (XGBoost Model)
Created a data model that successfully predicted whether a passenger was satisfied or not considering their overall experience of traveling on the Shinkansen Bullet Train, as part of a hackathon. My team ranked 2nd. - Dimensionality Reduction and Segmentation (Techniques: PCA, tSNE, Clustering)
Explored an Auto-mpg dataset by applying dimensionality reduction techniques and visualizing the data in lower dimensions to extract insights. Also, segmented a bank's customers to help the bank upgrade the service delivery model and ensure that customers' queries are resolved faster. - Recommendation System to Recommend the Best Amazon Products for Users
Created a recommendation system available to users based on past rating data. - House Prices with Advanced Regression Techniques (Kaggle Project)
Created a data model that predicted house prices with a score of 0.139 (lower is better).
Education
- Post Graduate Program in Applied Data Science (12-week program)MIT Online Program
- Master of Int’l Affairs (Major: Int’l. Finance and Economic Policy)Columbia University, New York
- BA International RelationsBilkent University, Ankara
Certificates
- IBM Data Science Specialization – 9 Courses on Coursera (2020)
- Great Learning Data Science on Cloud with AWS (8-week bootcamp in 2023)
Here are my works
You can find my professional and educational projects here
Contact me
Reach me for your projects or inquiries!