Muhamed Farhan

Python SQL Object-Oriented Programming Data Structures API Integration Supervised Learning Classification Regression Feature Engineering Model Training Model Evaluation Predictive Analytics Anomaly Detection Large Language Models Natural Language Processing AI Chatbots Prompt Engineering Retrieval-Augmented Generation Intent Recognition Text Preprocessing Scikit-Learn XGBoost Random Forest Logistic Regression Pandas NumPy SHAP Model Interpretability Feature Importance Explainable Machine Learning Mamdani Fuzzy Inference Systems Membership Functions Fuzzy Rule-Based Systems Defuzzification Particle Swarm Optimization Numerical Optimization Parameter Tuning Exploration-Exploitation Data Cleaning Preprocessing ETL Data Mining Statistical Analysis EDA KPI Reporting Microsoft Excel Power BI Tableau Dashboard Development Business Intelligence