Mohamed R.

Are you looking for data-driven solutions to solve complex business problems? I specialize in Machine Learning, Data Mining, and Statistical Modeling using R, R Shiny, and Python (FastAPI) to build smart, scalable, and insightful applications. With strong hands-on experience in R/RStudio, Python (Scikit-learn), and FastAPI, I deliver end-to-end solutions — from data preprocessing and feature engineering to model deployment and interactive dashboards. 🔍 My Machine Learning Services Include: Predictive Modeling for Business Optimization Feature Engineering & Data Transformation Classification, Clustering, and Regression Association Rule Mining & Affinity Analysis Supervised & Unsupervised Learning Hypothesis Testing and Correlation Analysis Software Defect Prediction & Natural Language Inference Time-Series Forecasting & Trend Analysis Customized Data Visualizations in R, Python, or Shiny Model Deployment via FastAPI or Interactive R Shiny Dashboards 📊 Tools & Technologies I Use: Languages: R, Python Libraries: Scikit-learn, Pandas, Numpy, ggplot2, plotly Frameworks: FastAPI, R Shiny, RMarkdown ML Algorithms: Linear & Logistic Regression k-Nearest Neighbors (kNN) Decision Trees & Random Forest K-Means Clustering Naive Bayes Neural Networks & Deep Learning Support Vector Machines (SVM) Reinforcement Learning (where applicable) 🛠 I Work With: Business analysts, researchers, and startups Teams needing rapid prototype dashboards (R Shiny) Organizations deploying ML models with APIs (FastAPI) Whether you need a predictive model to forecast sales, a clustering algorithm to segment customers, or a full-featured dashboard to visualize insights — I’m here to help you turn data into decisions. 📩 Let’s work together to bring your data to life.