Data Sourcing & Preparation: I gather data from various sources and refine it through thorough cleaning and structuring to guarantee high-quality inputs for analysis.
With a passion for turning raw data into actionable insights, I specialize in Data Analysis and Machine Learning. I utilize tools like Python, pandas, and scikit-learn to craft custom solutions that address real-world challenges.
How I Work: I follow a streamlined process to ensure every project is both robust and tailored to your needs.
Data Sourcing & Preparation: I gather data from various sources and refine it through thorough cleaning and structuring to guarantee high-quality inputs for analysis.
Exploratory Analysis: By diving into the data, I uncover key patterns and trends that help shape the direction of the project.
Custom Model Development: I build machine learning models—from sentiment analysis to digit recognition—that are specifically designed to solve your unique problems.
Model Evaluation & Optimization: I rigorously test and fine-tune models, ensuring they perform reliably and deliver accurate predictions in practical scenarios.
Insight Presentation: I transform complex data findings into clear, visually engaging reports that support strategic decision-making.
Past projects include developing a Turkish Sentiment Analysis System and a digit recognition model leveraging PCA and logistic regression. My method ensures not only high performance but also practical, data-driven solutions that drive success.