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1. XGBoost-Numerical-Study XGBoost-Numerical-Study Public

   XGBoost overfitting analysis for time series forecasting using Rossmann sales data, comparing robustness vs. RandomForest and quantifying hyperparameter effects.

   Python

2. GenAi-CV-creation GenAi-CV-creation Public

   This project explores how generative AI (Google Gemini) can assist users in creating tailored, professional CVs. Users upload a job posting and receive a draft CV aligned with the job requirements.…

   Python

3. hybrid-ml-statistical-forecasting hybrid-ml-statistical-forecasting Public

   Hybrid forecasting framework combining Random Forest & statistical ensembles through intelligent clustering-based model selection for time series prediction.

   Python

4. RL-Sepsis-Treatment RL-Sepsis-Treatment Public

   Empirical extension of ICU-Sepsis benchmark research, systematically evaluating Deep Q-Network variants on real medical data (MIMIC-III). Investigates algorithmic improvements through double Q-lear…

   Python

5. SimPy-Production-Simulation SimPy-Production-Simulation Public

   SimPy-based discrete-event simulation modeling SAUBER laundry operations with multiple resources, customer priorities, and automated inventory management

   Jupyter Notebook

6. DRL_Production_Scheduling DRL_Production_Scheduling Public

   Deep Reinforcement Learning framework for multi-machine production scheduling with A3C and DQN algorithms

   Python