Berke Kadir SİNAPLI

PERSONAL PROJECTS | DATA SCIENCE & MACHINE LEARNING PROJECTS

•  January 2024 - Present•  Remote

Developed a stock price prediction model using Python and XGBoost, leveraging data from yfinance API to predict future stock prices and financial trends. Applied machine learning techniques to fill missing data in financial datasets, using methods like mean, median, and mode imputation. Built and optimized machine learning models for long-term prediction using features like moving averages, trading volume, and price variations. Conducted data cleaning, feature engineering, and model validation to improve prediction accuracy.

SOFTWARE DEVELOPER

TEKNOFEST 2023 | VISIONX TEAM•  January 2023 - December 2023

Achieved 5th place among 3600 teams with a project focused on applying data science and deep learning techniques to real-world challenges. Led the development of machine learning models and deep learning algorithms, enabling advanced analytics and predictive insights. Designed a comprehensive data pipeline for preprocessing, modeling, and real-time integration, leveraging Python for efficient workflows and R for statistical analysis. Played a key role in transforming raw data into actionable insights, demonstrating expertise in data visualization and model optimization. Collaborated with a multidisciplinary team to ensure the seamless deployment of innovative solutions across multiple domains.