Hello, I'm
Kerem Alemdar
Data Science & ML/AI Engineer
I design end-to-end data and machine learning solutions, from clean data pipelines to predictive models. With an engineering background and an MSc in Data Science & AI, I focus on building practical, scalable systems that solve real business problems.
Projects at a Glance
A concise overview of selected data and AI projects focused on real-world problem solving.
Car Damage Detection
Binary image classification using transfer learning to detect vehicle damage.
EV Price Prediction
Predicting EV prices in Germany using supervised machine learning and technical features.
Steam Market Analysis
Exploratory analysis of Steam market trends to support pricing and product strategy decisions.
How I Work
Understanding the Problem
I start by clarifying the business objective, constraints, and success criteria to ensure the solution addresses the right problem before working with the data.
Data Exploration & Preparation
I explore, clean, and transform raw data to uncover meaningful patterns and create reliable inputs for modeling.
Modeling & Evaluation
I select suitable machine learning approaches, compare models, tune hyperparameters, and evaluate performance using appropriate metrics.
Insights & Practical Outcomes
I translate results into clear insights or practical solutions that support real-world decision-making rather than just model performance.