Work Sample 3

A Research-Based Model & App for estimating the health and economic impacts of a social care initiative in the UK

The Objective

An evidence-based simulation forecast was commissioned as part of an independent evaluation of a government-funded social care initiative. The goal was to demonstrate the program’s viability by modeling its potential economic and health impacts.

The Deliverables

A dynamic, scenario-based ‘Social ROI’ model was developed using data from academic research and other reputable sources and was delivered as an interactive web app. Additional assets included a simplified Excel version of the model, full documentation of sources and methods, and illustrated diagrams detailing the model’s core calculations, with embedded source links.

More Examples of Healthcare-Related Projects

DNP Project Consulting & Statistics Help (Multiple)

Healthcare / Cost Analysis

Provided statistical consulting support to multiple Doctor of Nursing Practice (DNP) candidates for their capstone projects. Each engagement included statistical analysis, a comprehensive written report detailing methodology, results, interpretation, and visualizations, plus coaching and tutoring to help candidates prepare for their oral defense before academic committees.

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Lung Cancer Second-Line Treatment Decision Model

Biotech / Pharma / Oncology

Devised a pilot treatment decision model for non-small cell lung cancer patients requiring second-line treatment. The decision model combined survival probabilities and incremental cost data for each potential treatment pathway (including clinical trial therapies) and resulted in a shortlist of recommended treatment pathways, ordered by cost per QALY gained.

Claims-Based Treatment Cost Modeling & Analysis

Healthcare Cost Analysis

Investigated multiple years of hospital, physician, and pharmaceutical insurance claims data to quantify lifetime costs for patients with a rare genetic condition. The project involved navigating the scale and complexity of U.S. health claims datasets and resolving challenges in longitudinal record matching across time and geographic relocation.

Multi-Scenario Financial Forecast for Biotech Company

Biotech / Pharma

Refactored, refined, and expanded a multi-scenario, 20-year financial forecasting model for a burgeoning biotech company developing RNA-based vaccines and therapies. The financial forecast model was based on an array of pertinent factors including, but not limited to, differing scenario-based probabilities of success across successive clinical trial stages for therapeutic candidates in nine functional pipelines and time-dependent batch cost amounts calculated using decay functions unique to each asset.

Healthcare Use Cases for Deep Learning: Research & Content

Healthcare / AI / Computer Vision

Conducted academic research on applications of deep learning models (such as convolutional neural networks) in healthcare and medicine. Distilled findings into a white paper and a set of visually engaging presentation slides. The project supported the marketing efforts of a supercomputer manufacturer by strengthening the case for using their systems to power deep learning models aimed at improving health and medical outcomes.

Cumulative Risk Model for Drug Combinations in Epilepsy Care

Pharma / Medical Research

Developed a cumulative risk model to estimate the likelihood of adverse effects in epilepsy patients undergoing multiple concurrent therapies. Synthesized findings from published studies reporting individual drug risks and built a statistical framework to quantify overlapping risk. The project addressed challenges in harmonizing heterogeneous data sources and translating clinical literature into a usable, novel model for decision support.

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