Experience
Academic and clinical-informatics positions
Experience
A summary of the academic and applied positions through which I have developed my research and clinical-informatics expertise.
Master of Science in Health Informatics
Currently completing a Master of Science in Health Informatics with a thesis on climate-driven prediction of typhoid incidence across Nepal’s 77 districts. The thesis integrates HMIS outpatient surveillance, ERA5-Land and CHIRPS climate reanalysis, DRR-portal flood-event records, and a four-model machine-learning framework that achieves R² = 0.8675 on held-out 12-month test data. Coursework spans clinical informatics, epidemiology, biostatistics, environmental health, and machine-learning methods for health data. Graduation anticipated summer 2026.
| Thesis (PDF) | Predictive Modeling of Typhoid Incidence in Nepal — formal scholarly submission |
| Companion pipeline | TyphoidNepalML — Thesis Pipeline — open-source ML pipeline reproducing every figure and metric |
| Coursework | Clinical informatics · epidemiology · biostatistics · environmental health · ML for health data |
| Output | One Master’s thesis · one companion research manuscript · two open-source research-engineering pipelines |
Researcher · Clinical Informatics Specialist (CIS)
Research and consulting work at the intersection of clinical informatics, public-health surveillance, and climate-adaptation planning for low-resource settings. Focus areas include the integration of routine surveillance data with reanalysis climate products, the development of reproducible scientific pipelines for environmental-health research, and the translation of methodological research into field-deployable public-health tools.
| Focus areas | Clinical informatics · public-health surveillance · climate adaptation · reproducible research pipelines |
| Methods | Machine learning for health data · district-level spatial epidemiology · DHIS2 integration · open-source scientific tooling |
| Outputs | Open-source predictive pipelines · institutional design proposals · contributions to research manuscripts |
| Companion work | Research Manuscript · TyphoidNepalML — Research Pipeline |
For a full curriculum vitae or further detail on any of the positions above, please get in touch by email.