Projects

Work designed around practical data products.

A focused collection of analytics, dashboard, and AI workflow concepts built for public health teams, growing businesses, and decision-makers who need reliable systems.

Main feature

Epidemiology Toolkit

A modular project concept for standardizing outbreak data, reviewing surveillance patterns, classifying evidence, and preparing public-health-ready outputs.

Problem

Public health teams often manage outbreak data, study summaries, and reporting workflows across disconnected files and manual review steps.

Solution

A modular toolkit that supports line-list standardization, trend review, study design classification, and field-ready analytic outputs.

Outcome

Faster case review, cleaner epidemiologic datasets, and more repeatable reporting for investigation and surveillance workflows.

Project cards

Examples and future work.

Each project is framed by the operational problem, the implemented or planned solution, and the expected outcome.

Dashboard examples

Operational Dashboards

Problem

Decision-makers need clear metrics, but teams often rely on static reports that lag behind changing program activity.

Solution

Interactive dashboards for surveillance, operations, KPIs, quality monitoring, and executive summaries with clean data views.

Outcome

Improved visibility, faster reporting cycles, and a shared source of truth for program and business decisions.

Future AI agent projects

AI Workflow Agents

Problem

Analysts spend too much time summarizing documents, checking data quality, routing tasks, and repeating review steps.

Solution

AI-assisted agents for triage, evidence synthesis, QA prompts, dashboard narratives, and workflow automation.

Outcome

More efficient analysis cycles, better consistency, and scalable support for teams handling growing data demands.

Dashboard examples

Dashboard concepts prioritize clean layouts, consistent measures, and views that support quick comparison and repeated operational use.

Public health surveillance views

Executive KPI dashboards

Quality assurance scorecards

Program performance trackers

Future AI agent projects

Planned AI agent work focuses on analyst support, QA review, evidence synthesis, dashboard narratives, and safe automation around existing data workflows.

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