🇬🇧
Sinasi Atahan Celenk
Antalya Bilim University · Comp. Eng. · 2025
Antalya, Turkiye
About
Recent Computer Engineering graduate passionate about data science, machine learning, and statistical analysis. Looking to grow in data-driven projects and solve real-world problems through code.
7
Projects
3
Internships
Experience
Data Science Intern
ML
June - Active 2026
University of Information Science & Technology "St. Paul the Apostle" · Hybrid
Developed data-driven solutions and predictive models for real-world problems using Python, SQL, and machine learning techniques.
Backend Developer Intern
PostgreSQL
August - September 2025
Saya Yazilim · Remote
Worked on database design, query optimization, and data access management.
Mobile Application Developer Intern
Flutter · Dart
July - August 2025
Saya Yazilim · Remote
Developed cross-platform mobile applications using Flutter and Dart.
Projects
ML · XGBoost
F1 Pit Stop Prediction
Predicting Formula 1 pit stop strategies using XGBoost. This project analyzes lap-by-lap
telemetry, pace trends, and engineered tire degradation metrics to act as a digital race engineer.
ML · LightGBM
Irrigation Need Prediction
An agricultural machine learning pipeline using LightGBM and XGBoost to forecast field water
requirements based on environmental, soil, and crop data for sustainable resource management.
ML · LangChain
NBA AI Data Assistant
An end-to-end AI Data Scientist Assistant built with FastAPI, LangChain, and Groq.
ML · Classification
Telco Churn Prediction
Predicting telecom customer churn with a full ML pipeline — EDA, preprocessing, model comparison, and feature importance analysis.
Data · Segmentation
Mall Customer Segmentation
Customer segmentation using K-Means Clustering on mall customer data — EDA, Elbow Method, and cluster analysis by age, income, and spending score.
ML · Clustering
NBA Data Analysis
Identifying the Top 10 NBA Playoff Players (2010–2020) Using Advanced Metrics and Clustering
Full-stack · AI
Self AIthlete - Senior Project
AI-powered health & fitness web platform, built as full-stack developer in a team.
Certificates
Skills
Python SQL
NumPy
Power BI
Excel