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@erenalibalckardeler
Aspiring data scientist with expertise in machine learning and programming.
TurkeyI'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.
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Work history, roles, and key accomplishments
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.
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.
Degrees, certifications, and relevant coursework
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.
Software and tools used professionally
TurkeyYou can contact Erenali and 90k+ other talented remote workers on Himalayas.
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