SOUTHEAST & ATLANTIC SAS USERS GROUP CONFERENCE 2026: October 22nd - 24th

Submitted Papers by Section

Note: Papers may move around as the schedule is created.


Intermediate & Advanced Coding (IACS)

TitleSpeaker(s)
Take CoMmanD of Your Log: Using CMD to Check Your SAS Program LogsRichann Watson
A Brief Introduction to DS2Mark Jordan
Closing the Loop: A Portable, Metadata-Driven Framework for Automating EDC Skip Logic Cleaning Across Therapeutic AreasChaitanya Popuri
DOSEON: Fuzzy Matching DOSE Date Intervals ON Analysis Dates Across SAS (DATA Step, PROC SQL, SAS Macro, and PROC FCMP)Inka Leprince, Troy Martin Hughes
Fantasy in 3 with PROC FCMP: Memoization of Resource-Intensive Calculations, in-Memory Hash Object Storage and Retrieval Operations, and Disk-Based Persistent Data Set Modification and PreservationTroy Hughes
Efficiency Techniques in SAS 9.4Stephen Sloan
Dealing with Superscripts, Subscripts and Unicode in TFLsKalyani Telu
Understanding PROC SQL Execution Order and Its Impact on Query ResultsKiran Venna
Enhancing Your SAS Viya Workflows with Python: Integrating Python’s Open-Source Libraries with SAS using PROC PYTHONRyan Paul Lafler, Miguel Angel Bravo
NOBS for NoobsDavid Horvath
UNIX X Command Tips and TricksDavid Horvath
Zero-Friction R for GxP: A Centralized Infrastructure Bridging SAS and R in Clinical ProgrammingJaime Yan, George Wu, Jessie Yan
Emulating libname ZIP engine for SASBart Jabłoński
Informal Introduction to Hash Tables, or How to Get Along with Associative Arrays.Bart Jabłoński
Instrumenting a Hardened SLC Deployment on AWS, and What the Measurements OverturnedRandy Betancourt
Using SAS Macro Variable Lists to Create Dynamic Data-Driven ProgramsJosh Horstman
Template-Driven Automation of aCRF Bookmarks and Table of Contents: A Low-Cost Alternative to Commercial Toolsamar nath, Thanga Raj
Automating aCRF PDF Page Number Population in SDTM Specifications Using SASZemin Zeng
Methods and Tools for Publishing at SESUG and Beyond-Advanced TechniquesJonathan Duggins
RegEx Reloaded: Advanced Pattern Matching Strategies for SAS Data Quality and AutomationPratap Kunwar
Writing SAS Code That Writes SAS Code: Dynamic Programming with the SAS Macro LanguagePratap Kunwar
The SAS Hash Object Beyond The Docs as Experimental SciencePaul Dorfman
One-Click Study Navigation: Building a Clinical Programming Portal Using Base SASPratap Kunwar

Visualization & Reporting (VR)

TitleSpeaker(s)
A Map to Success with Data Visualization Using ODS Statistical GraphicsRichann Watson, Louise Hadden
The Battle of the Titans (Part II): PROC REPORT versus PROC TABULATE`Kirk Paul Lafler, Joshua Horstman
Ten Practical Rules for Creating Effective Charts, Figures, and Visuals Using SASKirk Paul Lafler
Putting Data on the Map: Geospatial Storytelling with SAS Visual AnalyticsGreg Treiman
From Word Clouds to Phrase Clouds to Amaze Clouds: A Data-Driven Python Programming Solution to Building Configurable Taxonomies That Standardize, Categorize, and Visualize Phrase FrequencyTroy Hughes
Wizardry 101: Using a little GTL charm on your SAS graphsDane Korver
Binary Isn’t Enough: Making Sense of Co-Occurring COVID-19 Severity Outcomes Using Interpretable Multi-Label and Multi-Class LearningDebarshi Datta, Subhosit Ray
Streamlining Course Evaluation Reporting for Faculty Review Using PROC REPORT, ODS, and File ManipulationKarma Brainard, Abbas Tavakoli
Viewing and Editing SAS Data in SAS Visual Analytics and SAS Data and AI StudioScott Leslie
X Marks the Spot: Mapping Spatial Data with SAS CodeGreg Treiman
One Code, Two Modes: A Convention-Driven R Reporting System for Submission-Ready Clinical TLFsJaime Yan, George Wu, Jessie Yan
Enhancing Clinical Trial Efficiency Through Statistical Programming Supportamar nath, Ananatha Jyothi
Creating and Customizing High-Impact Excel Workbooks from SAS with ODS EXCELJosh Horstman
From SAS to R: Five Essential Clinical Graphics Every SAS Programmer Should KnowGeorge (Zuojun) Wu
Working in SGPLOT: Understanding the General Logic of AttributesJonathan Duggins
TARDIS: Tracking Alterations and Record Differences in SAS, a Macro to Add Color to Your Dataset ComInka Leprince

Hands-On-Workshops (Bring your own device)

TitleSpeaker(s)
Hands-On Reporting in R with the *reporter* PackageDavid Bosak
Coding for Cleanliness in SAS Viya - Practical Data Quality for SAS ProgrammersMark Jordan
SAS Macro Debugging Techniques for Mere MortalsKirk Paul Lafler
Le petit SAS package - a workshop about the "Hello World" SAS package.Bart Jabłoński
Getting Started with R Clinical ProgrammingBrian Varney
SAS Visual Analytics, Part 1: Getting Started with Data, Exploration, and Core VisualizationsJim Blum
SAS Visual Analytics, Part 2: Building Interactive Dashboards and Polished ReportsJim Blum

Data Collection, Management, & Manipulation (DCMM)

TitleSpeaker(s)
Beyond Macro - Data-Driven Programming with CAS in SAS ViyaMark Jordan
Working with Database Data in SAS ViyaMark Jordan
Primary Drivers of FDA Complete Response Letters: Insights from a SAS-Based AnalysisHannah Weber
An Integrated SAS Framework for RECIST Review of Investigator and Independent Central Review AssessmentsPhillip Chen
More Than a Programmer: Leveraging Statistical Acumen to Drive TLF Mock Shell Designvenkata surya aparna damaraju
A Domain-Specific Computer Language for Market Monitoring: From Domain Logic to SAS CodeEric Grasby
The Art of Balance in SAS Data Integration Studio: When to Use Transformations, When to Write Code, and When to Combine BothOsmel Brito, Angye Rivero
Building Better Data Science Workflows: Best Practices with Git, GitHub, Data Version Control (DVC), and MLflow for Open-Source CollaborationRyan Paul Lafler
Do We Really Need Flat Files? Re-thinking Cloud Data Integration with SAS and Direct Warehouse LoadingOsmel Brito
The Analysts Guide to Efficient Theme Park TourismDesyne Martinez
NBA Betting: Are the Best Performing NBA Teams Actually Bad Bets?Keira Yurashek, Gaspar Tsai
FACIT-Fatigue Questionnaire Dataset Design and Endpoint Analysis in Clinical TrialsYe Di
A Deterministic, Multi-Phase Control Framework for Automated Model Execution and Continuous Auditability in Regulated BankingKamala Bharathi Madavarapu
Beyond IF THEN ELSE: Techniques for Conditional Execution of SAS CodeJosh Horstman
From Annotated CRFs to Define Specifications: A SAS Macro Automation FrameworkBharath Pappula
Challenges and Opportunities in Creating Modeling-Ready Drug and Device Safety Data from Public Regulatory SourcesShelly Hunt
From One-Time Standardization to Automated ETL: A Metadata-Driven Approach in SASDivya Gadde
Automated inventory reorder and sales transparency system for small retailers using deep learning.Rashad Jafarov

Statistics, Modeling, & Analytics (SMA)

TitleSpeaker(s)
NBA Betting: Are the Best Performing NBA Teams Actually Bad Bets?Gaspar Tsai, Keira Yurashek
Network Analysis and ensemble of Autotuned Machine Learning Models to Predict Virus Spread over TimeCarlos Pinheiro
Network Analysis and Machine Learning Algorithms to Boost Fraud Detection in Credit Card TransactionsCarlos Pinheiro
Uncovering Market Inefficiencies in New York City Apartment Pricing: A Geospatial and Demographic Modeling ApproachHadley Dowers, Nick Rejda
Forecasting Housing Supply Volatility: A Multivariate SARIMAX Approach Evaluating Economic Shocks.Matilda Kumi, Dr. Mostafa Zahed
From Confusion to Clarity: A Programmer's Journey to Deriving Post-Treatment Adverse Events in Modern Oncology TrialsAvi Tomar
Building an In-House Macro Library for C-QTc AnalysisHuei-Ling Chen
Which Events Matter Most? A Longitudinal Correlation Analysis of Elite Decathlon Performance (1984–2025)Abdelmonaem Jornaz
PROC PPF: Past, Present, and FutureDanny Modlin
Taking Back Control with the Interactive Modeling Node in SAS Visual ForecastingDanny Modlin
Bayesian Scoring Using PROCs MCMC and IMLDanny Modlin
Easily Turn Your Automated Explanation into a Predictive ModelDanny Modlin
The GENMOD Toolkit: What do you do when things aren’t Normal?Danny Modlin
Applying Propensity Score Matching to Evaluate InterventionsFaruk Muritala
Box Office Success Predictor ToolBenjamin Hennel

AI & Emerging Technologies (AIET)

TitleSpeaker(s)
Tips and Considerations for Preparing Health Data containing PHI/PII for Efficient and Accurate AI and LLM ModellingLouise Hadden
Leveraging AI: A Developer’s RoadmapKirk Paul Lafler, Ryan Lafler
Decoding Algorithmic Success: A Predictive and Inferential Analysis of Engagement Drivers for AI-Generated Music on YouTubePatrick Pashna, Hunter Willard
Mitigating Model Exploitability with Explainable AI: Using SHAP, LIME, GINI, and Permutation ImportanceDebarshi Datta, Subhosit Ray
AI as Your QC Partner: Practical Tips for a Copy-and-Consult Workflow in Clinical ProgrammingSrivathsa Ravikiran
A Practical Roadmap for the 2026 Enterprise Generative AI Stack: AI Agent Architectures, Frameworks, and Secure DeploymentRyan Paul Lafler
Charting Your AI Journey: A Practical Roadmap from Machine Learning Foundations to Generative and Agentic AIRyan Paul Lafler
A Code Review Framework for AI-Generated SAS Utility MacrosNikita Hsiao, Zhengyang Shi
A Structured Agent-Based Framework for Early-Stage Data Science PipelinesSiddharth Birajdar, Dheerusha Tiwari
Reviving Institutional Knowledge: Using Large Language Models (LLMs) to Generate Documentation for Legacy SAS Production CodePatrick Long
Introduction to Posit Assistant and Positron IDEBrian Varney
Getting Started with SAS Viya Workbench: SAS, Python, and R in One Analytics EnvironmentJim Blum
A Structured Agent-Based Framework for Early-Stage Data Science PipelinesDheerusha Tiwari

Foundation Coding Skills (FCS)

TitleSpeaker(s)
Efficient Data Management in SAS: Using Macro Statements and DO Loops to Combine and Merge DatasetsAbbas Tavakoli
Building SAS Viya JobsGreg Treiman
Scaling SDTM Subsetting: A Simple Program-Based Reusable Template Framework for Compliant, Consistent, and Efficient DeliveryHong Qi
Merge with Caution: How to Avoid Common Problems when Combining SAS DatasetsJosh Horstman
Understanding SAS DATA Step Compilation, Execution, and _n_ Using ExamplesKiran Venna
Under the Hood: The Mechanics of SQL Query Optimization TechniquesKirk Paul Lafler
Automating Git Workflows in SAS with Git FunctionsLleyton seymour
From SAS to R and Back Again: Getting Started with PROC RLleyton seymour
Creating Designer Reports and Data Sets with SAS ODS Output ObjectsLouise Hadden
OOTB (Out of the Box) Data Visualizations with SAS: An Introduction to what the ODS Graphics Statement Can Do for YouLouise Hadden
Creating CONSORT Diagrams in R vs. SAS: A More Efficient Approachsumalatha vaddepalli, Anil Kumar Yelike
Bridging the Gap: Converting a Protocol-Level Analysis Program into a TA TemplateXiao Xiao

Careers, Training, and Education (CTE)

TitleSpeaker(s)
Network Analysis and Network OptimizationCarlos Pinheiro
The Business Value of Diversity Combined with Data ScienceStephen Sloan
Leveraging SAS to Automatically Assist with Code Reviews: An Academic ApplicationRachel Winpisinger, Jonathan Duggins
So You Want to Be An Independent Consultant? - 2026 EditionJosh Horstman
Methods and Tools for Publishing at SESUG and Beyond -- Basic TechniquesJonathan Duggins
Custom Steps in SAS: A Gateway for Learning Macro ProgrammingJim Blum