Korhan K.

I build simulation, machine learning, and optimization models to improve your systems and make the best decisions. My workflow starts with analyzing your problem, generating the conceptual model, and determining the most suitable tools for your case. Then, I develop a software solution with a lean and clean design, all steps being fully transparent to you. My long work history covers modeling of both physical and operational systems. For the latter, I use Discrete Event, System Dynamics, Monte Carlo, and Agent-Based methods. I have an M.Sc. degree in Industrial Engineering with a specialization in Systems Simulation. 𝗠𝘆 𝘁𝗼𝗼𝗹𝗯𝗼𝘅 : ● Python packages: ◦ SimPy (Discrete Event Simulation) ◦ PySD (System Dynamics) ◦ Google OR-Tools, PuLP (Operations Research, LP, MILP), DEAP (Genetic Algorithms) ◦ Numpy, Pandas, SciPy, OpenCV, Statsmodels (Numerical Methods) ◦ pm4py (Process Mining), ◦ Scikit-Learn, XGBoost, PyTorch (Machine Learning) ◦ PyQt6, PySide, Streamlit, Tkinter (GUI Development) ● Vensim, Jaamsim (open source alternative to Simio, FlexSim, Anylogic) ● Matlab, GNU Octave programming ● Design of Experiments, Six Sigma, Minitab, ANOVA, A/B Tests ● SQL, PostgreSQL, MongoDB, SQLAlchemy, Flask, FastAPI, Docker ● MS Project, Google Sheets, ClickUp (Project Management) 𝗔𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗱𝗼𝗺𝗮𝗶𝗻𝘀 (with work experience) : Business Simulation* Manufacturing, Warehouse, Logistics Simulation* Interactive Game Development* Energy Systems Modeling & Simulation* Automotive Engine and Vehicle Modeling, Telemetry and IoT Data Analytics * See my portfolio and Github for examples. As a professional freelancer, I handle client work with clear communication and highest level of confidentiality. My hourly rate will depend on the scope and duration of the work. 🟢 Available Now