Jean-Pierre Gnimatin

* Developed interactive R Shiny apps to simulate and evaluate the impact of treatment and infection prevention strategies on patient outcomes * Benchmarked machine learning strategies for handling class imbalance in sepsis mortality prediction, assessing both discrimination performance and clinical utility * Implementing Federeted estimand-aware time-to-event analyses * Statistical consulting for study planning, data analysis, and methodological support for clinical and epidemiological research projects

Sexually Transmitted and Blood-Borne Infections Unit • Extracted, cleaned, and managed epidemiological and clinical cohort data from longitudinal databases • Conducted statistical analyses including descriptive, trend, and regression models (linear, logistic, Poisson) • Evidence generation for public health monitoring and decision-making

Digital and Mathematical Epidemiology group •Developed a mathematical model to simulate antibiotic-resistant bacteria dynamics in hospital settings •Performed simulation studies and statistical validation of epidemiological models •Contributed to scientific reporting and presentation of research findings

DEPARTMENT OF EPIDEMIOLOGY, BIOSTATISTICS, AND DISEASE CONTROL -Designed, implemented, and managed 4 public health studies resulting in scientific publications -Maintenance and storage of large datasets -Data processing and statistical analysis (descriptive and inferential statistics). -Ensured data confidentiality and protection -Assisted in the submission of 03 grant applications -Team leader for a community health needs assessment exercise in Gumo (northern Ghana) + Facilitation of 02 focus group discu

Third Trimester Field Practicum Program (Integrated to Master’s degree training Program) Northern Regional Health Directorate, Tamale, GHANA Disease control and surveillance unit: -Assisted in immunization operations (Forecasting vaccine needs per hospital/health center, monitoring vaccine utilization, and monitoring immunization targets) -Compilation of weekly district reports on Epidemic-prone diseases (Database creation, data storage, cleaning, and analysis; short report writing and submissi

Research activities, Manuscripts publication, projects and research protocols editing, Lab manipulation. Fields: -Infectious diseases -Antimicrobial resistance -Water and food born diseases

Thesis: From Intervention Effects to Federated Survival: Advances in Statistical Modeling, Prediction, and Privacy-Preserving Analysis of Hospital-Acquired Infections data