LONE RX ANALYTICS / PHARMACY × SOFTWARE

Better systems.
More room for care.

LoneRX Analytics builds pharmacy software, analyzes clinical data, and turns medical evidence into clear communication.

Wisconsin pharmacist · UW–Madison PharmD
Pharmacy practice. Software development.

CLINICAL CONTEXT.
ENGINEERING INTENT.

Clinical analyticsRisk-model comparison
Health-system trainingEpic & interdisciplinary care
Chapter leadershipPhi Lambda Sigma
Explore the background ↗

BUILT TO BE USED

See a staffing change
in action.

One staffing change can affect an entire pharmacy day. Try a Saturday call-out and see which shifts need coverage.

Explore all three working demos →
THE WORK, IN ACTION / 01INTERACTIVE
Pharmacy Scheduler LRO

One absence.
Two coverage decisions.

WEEK COVERED100%
ASSIGNED152h
OPEN SHIFTS00
FriRPhAveryTechCasey
SatRPhJordanTechSam
SunRPhJordanTechSam
WHY

The baseline covers every required shift. Change Saturday to see the dependency.

Explore the full week

Fictional staff. Real constraint logic.

THE MISSION

Make better care
easier to deliver.

Lone RX Analytics brings pharmacy judgment and practical software together to make better care easier to deliver. We build clearer decisions, stronger workflows, and more room for the people behind the care.

SELECTED WORK / THREE LENSES

Software shaped by the work.

Operations, clinical data, and signal processing. Explore the working tools and the decisions behind them.

Operations softwareActive development

Pharmacy Scheduler LRO

A constraint-aware scheduling system built around coverage, availability, labor limits, cross-store conflicts, and manager review.

Workflow designOptimizationExplainability
19 iterations · 249 documented checks · human-reviewed output

Independent development project informed by community-pharmacy workflows; manager-reviewed output.

Read the case study
Clinical analytics prototypeResearch prototype

Antibiogram Machine

A transparent susceptibility explorer and rules-engine prototype designed to make data lineage, coverage assumptions, and limitations visible.

PythonSQLiteData visualization
30 documented development cases · inspectable synthetic-data explorer

Educational portfolio software only. The public explorer uses synthetic data and does not recommend treatment.

Open the interactive demo
Signal processing / browser researchResearch prototype

LoneHeart

A camera-based rPPG research demo that traces color changes through signal extraction, quality checks, and pulse estimation. Choose a camera and capture duration, or explore a sample without camera access.

Signal processingBrowser APIsPrivacy by design
POS + CHROM cross-check · local processing · explicit quality gates

Not a medical device or diagnostic tool. Synthetic recovery tests do not establish accuracy on people.

Open the interactive demo

THE EVIDENCE / THE EXPLANATION

Good ideas need
to reach people.

Medical literature, translated into visual explanations. Explore our approach to clinical evidence, interpretation, and communication.

THE EXPERTISE BEHIND LONERXLiam O’NeilPharmD

Pharmacy practice → operational questions → working prototypes.

Explore the founder’s background →

FOUNDER / PHARMACIST / SOFTWARE BUILDER

Meet the pharmacist
behind the work.

Founder Liam O’Neil, PharmD, is a Wisconsin pharmacist whose experience connects community practice, clinical analysis, and software development.

His background includes a NIIMBL workforce development certificate with GMP training, undergraduate psychology research, and chapter leadership in Phi Lambda Sigma.

Meet the founder

A BETTER WORKFLOW STARTS WITH A CONVERSATION

Let’s build more
room for care.

Contact Us ↗