Mahxxxxxx - Data Scientist Job Profile in Frisco, TX

Analyzed student enrollment trends and identified key factors influencing admission rates.? ? Explored and optimized fee structures to evaluate their impact on student enrollment.? ? Cleaned, preprocessed, and structured large datasets using Pandas, NumPy, and SQL for actionable insights.? ? Developed predictive models using linear regression, decision trees, random forest, XGBoost, and time series forecasting to forecast student enrollments.? ? Developed and deployed time series forecasting models (ARIMA and LSTM) to predict future student enrollment trends with high accuracy? ? Identified trends in student joining patterns, and proposed optimal fee structures to maximize enrollment and revenue.? ? Created interactive dashboards in Power BI to visualize enrollment trends, fee structure impact, and student demographics for strategic planning.? ? Utilized AWS S3 and EC2 instances to store, preprocess, and analyze educational data for real-time model deployment and reporting.? ? Delivered data-driven insights to refine marketing and outreach strategies.? ? Identified key demographic segments for targeted student acquisition campaigns.? ? Recommended pricing strategies through statistical analysis and predictive modeling.? ? Monitored model performance and fine-tuned predictions based on real-time data and outcomes.? ? Created interactive reports and visualizations using Matplotlib and Seaborn for internal stakeholders.? ? Conducted A/B testing to compare the effectiveness of various fee structures and promotional strategies.? ? Collaborated with business and marketing teams to align analytics with strategic goals.? ? Partnered with engineering teams to enhance data infrastructure and streamline data pipelines.? ? Provided actionable insights to improve student retention, engagement, and overall user experience.?