Droussi N.

Hi there! 👋 My name is Nada Droussi, and I am a passionate and skilled data scientist with a strong academic foundation and hands-on experience in leveraging data to solve real-world problems. I specialize in time series analysis, machine learning, and AI-driven solutions that drive impactful results. Why Work With Me? Proven Expertise in Data Science: I hold a master's degree in Risk and Resilience and am completing my studies at École Centrale Casablanca. My academic background equips me with a solid understanding of statistical modeling, risk assessment, and predictive analytics. Extensive Project Experience: I’ve worked on diverse data science projects, including: Developing smart assistance systems for e-bikes using AI and time series data. Optimizing energy management for sustainable transportation. Analyzing user behavior and building hybrid CNN-LSTM models for pattern detection. Using anomaly detection (e.g., Isolation Forest) to enhance system performance. Technical Proficiency: Languages: Python (Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch), SQL. Data Visualization: Matplotlib, Plotly, Power BI. Tools: Jupyter Notebook, Git, Docker. Cloud Platforms: Azure, AWS. Feature Engineering & Modeling: PCA, t-SNE, clustering (DBSCAN, k-means). Tailored Solutions for Clients: Whether you're looking to clean and preprocess raw data, develop predictive models, or create insightful dashboards, I ensure solutions are customized to meet your business objectives. Services I Offer: Data Analysis and Visualization: Extract insights from raw data and present findings in clear, actionable formats. Machine Learning: Build and optimize predictive models tailored to your needs. Time Series Analysis: Forecast trends, detect anomalies, and uncover patterns in sequential data. Feature Engineering: Enhance datasets with meaningful features for improved model performance. End-to-End Project Execution: From data preprocessing to model deployment and reporting. What Sets Me Apart? A keen eye for detail and a dedication to delivering high-quality results on time. Strong communication skills to explain technical concepts to non-technical stakeholders. A collaborative approach to problem-solving, ensuring we achieve your goals together. Let’s Work Together! If you're looking for a data scientist who is proactive, innovative, and committed to excellence, I’d love to collaborate with you. Let’s turn your data into actionable insights and drive your project forward. Feel free to message me to discuss your project or request a consultation. I look forward to working with you!