Consulting
Statistical Consulting & Data Science Advisory
I provide statistical consulting and data science advisory services through California State University, Bakersfield. Whether you need AI-automated analytics dashboards, rigorous statistical analysis, or a data science strategy, I bring the methodological depth of academic research and the practical focus of applied problem-solving to every engagement.
All consulting engagements are conducted through CSUB’s institutional framework.
Services
AI-Automated Data Analytics Dashboards
My flagship offering. I build custom, AI-powered analytics dashboards tailored to your organization’s specific data and decision-making needs. These are not generic BI tools — they are purpose-built platforms that combine statistical rigor with modern AI to deliver automated insights, anomaly detection, and plain-English reporting.
- Custom dashboards built to your KPIs and data sources
- Automated reporting with AI-generated interpretations
- Real-time data pipelines and interactive visualizations
- Built on production-grade R/Python with deployment to your infrastructure or cloud
- Powered by the same engine behind KernelStats, my open-source analysis platform
Time Series & Forecasting
Financial volatility modeling, demand forecasting, epidemiological trends, and environmental monitoring. Specializing in GARCH-family models and hybrid ML approaches.
Machine Learning & Prediction
Build models that generalize. Random forests, gradient boosting, neural networks, and deep learning for structured and sequential data — with interpretability built in.
Study Design & Analysis
Design rigorous studies that produce defensible results. From experimental design to observational study methodology — get it right from the start.
Environmental & Health Analytics
Air quality analysis, exposure assessment, pollution modeling, and public health data analysis. Experience with EPA AQS data, sensor networks, and multi-pollutant frameworks.
AI Strategy & Implementation
Custom GPT development, LLM integration for education and business workflows, and organizational AI readiness assessment. Presented with OpenAI at NextTech Kern.
Training & Workshops
Custom workshops on R, Python, SAS, statistics, machine learning, and AI for your team. Designed for practical skill-building with real data.
How I Work
1. Discovery — We discuss your problem, data, and goals in an initial conversation.
2. Proposal — I provide a clear scope, timeline, methodology, and quote through CSUB.
3. Engagement — I do the work, with regular check-ins and transparent communication.
4. Delivery — You receive a complete report with reproducible code, clear visualizations, and actionable recommendations.
Credentials
- Ph.D. in Mathematics (Statistics Emphasis) — Missouri University of Science & Technology
- Assistant Professor — California State University, Bakersfield
- Creator of KernelStats — Open-source statistical analysis platform
- Active researcher with publications in financial econometrics, environmental statistics, and AI in education
- Experienced with R, Python, MATLAB, SAS, SQL, LaTeX, Git, TensorFlow, and cloud computing platforms
- Member of the American Statistical Association and American Mathematical Society
Let’s discuss your project
I’m available for analysis projects, advisory relationships, dashboard builds, and custom training — all conducted through CSUB. Reach out and we’ll find the right approach for your needs.