Erenali Balcıkardeşler
@erenalibalckardeler
Aspiring data scientist with expertise in machine learning and programming.
TurkeyWhat I'm looking for
I'm a passionate programmer and aspiring data scientist based in İzmir, Turkey. My journey in technology began with a strong foundation in computer engineering, which I am currently pursuing at Ege University. I have a keen interest in machine learning and data analysis, demonstrated through my self-learning projects and internships.
One of my notable projects involved developing a customer churn prediction model using Python and machine learning techniques. This project not only honed my technical skills but also allowed me to deliver actionable insights that could potentially save a business significant revenue. Additionally, I led a team to create a high-frequency Forex trading bot, achieving impressive returns during backtesting and fully automating the trading process to eliminate emotional biases.
Experience
Work history, roles, and key accomplishments
Programmer Intern
Erenali Balcıkardeşler
Jun 2025 - Jul 2025 (1 month)
Developed an end-to-end churn prediction system using Python (Pandas, Scikit-learn) achieving 85% recall. Engineered 20+ features from raw transaction logs and applied SMOTE to handle class imbalance. Deployed a Streamlit dashboard showcasing key drivers of churn with SHAP values for explainability.
Project Manager
Personal Project
Jan 2024 - Sep 2024 (8 months)
Led a team of 3 developers to design and deploy a high-frequency Forex trading bot using Python and MT5’s API, automating trades based on technical indicators. Developed a risk-management module to dynamically adjust lot sizes and stop-loss/take-profit levels, reducing drawdown by 3%. Deployed on a cloud server (AWS/Google Cloud) for 24/7 trading.
Education
Degrees, certifications, and relevant coursework
Ege University
Bachelor of Science, Computer Engineering
2023 -
Studied Computer Engineering at Ege University, focusing on core principles and advanced topics in the field. Gained foundational knowledge and practical skills essential for a career in technology.
Tech stack
Software and tools used professionally
Availability
Location
TurkeyAuthorized to work in
Job categories
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