Ermal B.

📈 Transforming Data into Strategic Business Outcomes As a PhD Candidate in Operational Research and Data Science, I specialize in turning complex data into actionable insights. With deep expertise in machine learning, data analytics, and business optimization, I design solutions that enhance revenue, reduce costs, and improve operational workflows . ⭐ Services Offered: • Predictive Modeling & Analytics: Design custom machine learning models to forecast customer behavior, market trends, and operational risks. • Data-Driven Strategy Development: Leverage advanced analytics to identify opportunities for revenue growth and cost reduction. • Optimization Solutions: Implement strategies for inventory management, logistics, and resource allocation. • Custom Data Visualization: Create interactive visualizations to convey complex insights clearly and effectively. 🛠️ Core Skills & Tools: • Programming Languages: Python, R, C++, JavaScript, SQL, MATLAB, LaTex • Machine Learning: Supervised Learning, Unsupervised Learning, Deep Learning, Neural Networks, Support Vector Machines (SVM), Decision Trees, Random Forests, Gradient Boosting Machines (GBM), K-Nearest Neighbors (KNN), Principal Component Analysis (PCA). • Data Science: Exploratory Data Analysis (EDA), Data Wrangling, Data Preprocessing, Dimensionality Reduction, Feature Selection, Data Cleaning, Hypothesis Testing, A/B Testing, Ensemble Methods, Clustering, Association Rules, Natural Language Processing (NLP), Big Data. • Time Series Analysis: ARIMA Modeling, Seasonal Decomposition, Exponential Smoothing, State Space Models, Cointegration, Vector Autoregression (VAR), Autoregressive Moving Average (ARMA), Unit Root Testing, Granger Causality, Kalman Filter, Forecasting Accuracy, High-Frequency Data Analysis, Long Memory Processes, Frequency Domain Analysis • Platforms: PostgreSQL, Jupyter Notebooks, DataBricks, CPLEX, Hexaly, Power BI, Microsoft Office, Advanced Computing Servers 💼 Notable Projects: • Developed machine learning models for warehouse demand analysis, predicting trends with high accuracy. • Delivered interactive data visualizations using D3.js to showcase data insights for business platforms. • Optimized warehouse operations by implementing robust algorithms, reducing order preparation times, and enhancing throughput. 🎯 Why Choose Me? • Impact-Oriented: Proven track record of creating value through data science solutions. • Clear Communication: Complex ideas translated into actionable business strategies. • Adaptability: Tailored solutions that align with your unique business goals. Let’s collaborate to harness the power of your data!