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halfmarble


when you are racing
against your own biology
story is just the exhaust
the science is the engine
and our time is the fuel

Gerard Ziemski // halfmarble cofounder // bioenergetics os architect

"The only tools we have to manage our own slice of PD hell."

I am not building for a market. I am building for a race. Whether it is hardware to stabilize a trembling hand or software to track the science behind cellular repair — these are the mechanics of survival.

System // 01 // Hardware

SteadyHandTool

A high-stability SMD soldering aid designed to dampen tremors. Born from the need to keep tinkering when biology tries to stop it. Open-source because community is the only way forward.

CERN-OHL-S-2.0 (OPEN SOURCE)
HIGH-MASS VIBRATION DAMPENING
BUILT FOR PRECISION PCB WORK
COMING SOON TO CROWD SUPPLY SEE THE HARDWARE
System // 02 // Hardware

UnSteadyRing

Ten chipless passive rings, one per finger. Two wrist-worn hubs designed to excite them with passive RF telemetry and fuse the returned digit kinematics with continuous autonomic biometrics (single-lead ECG, PPG, skin temperature); an ankle hub for gait and freezing-of-gait. The Steady tools intervene — UnSteadyRing observes. Intended as the continuous, contextualized reference layer for everything else — sensing hardware is in early R&D (design stage).

17 DEFENSIVE PROVISIONAL APPLICATIONS
10 CHIPLESS PASSIVE FINGER RINGS
REFLECTED-WAVE TELEMETRY
AUTONOMIC PHYSIOLOGICAL SENSORS
PER-FINGER TREMOR QUANTIFICATION
ANKLE HUB · GAIT & FREEZING-OF-GAIT
FUSED STREAM TO STEADYDOSETRACKER
Hardware design targets — no device built yet
READ OUR BLOG
System // 03 // Software

SteadyDoseTracker

A pharmacokinetic visualizer that models the blood concentration curves of the medication schedule your doctor prescribed. Half-life math shows how your levels rise and fall in real-time — not to tell you what to take, but to help you and your clinician see what is already happening. The Bridge: PK helps illustrate what you can feel (ON/OFF states), building trust for the autophagy states you cannot.

BATEMAN PHARMACOKINETIC MODEL
FASTING-AWARE ABSORPTION
DESIGNED FOR REAL-WORLD EVIDENCE
GLASS BOX SOURCE TRACING
MENTAL STATE & MOOD TRACKING
OBJECTIVE MOTOR TESTING
FOCAL SYMPTOM LOGGING
GLUCOSE / KETONE CORRELATION
CALENDAR → MOTOR DEMAND PREDICTION
SEE THE ENGINE
System // 04 // Software

SteadyFastingTracker

A technical solution for a biological war. This is not a lifestyle app; it is a specialized fasting engine grounded in the latest autophagy research. The science is the engine — we just built the dashboard.

AI-DRIVEN STATE ESTIMATION
AUTOPHAGY-INFORMED PROTOCOLS
THERAPEUTIC CARBOHYDRATE RESTRICTION (TCR) PROTOCOLS
GLASS BOX SOURCE TRACING
MENTAL STATE & COGNITIVE CLARITY
GKI & METABOLIC TRACKING
SAFETY CIRCLE PROTOCOLS — HUMAN-IN-THE-LOOP ESCALATION
SEE THE ENGINE
System // 05 // Software

SteadyFuelTracker

A specialized metabolic intake engine designed around the Therapeutic Carbohydrate Restriction (TCR) guidelines championed by the Public Health Collaboration UK. This is not a diet app. It will be a macro-nutrient tracker that lets you log carbohydrate and protein timing relative to your levodopa doses and track your own nutritional ketosis, following TCR guidance.

TCR PROTOCOL ALIGNMENT (PHC UK)
LEVODOPA / PROTEIN INTERFERENCE LOGGING
GLUCOSE & KETONE (GKI) SYNCING
MACRO-TO-MOTOR STATE CORRELATION
IN DEVELOPMENT
System // 06 // Software

SteadyHeartBeat

Your heart rate, read aloud. SteadyHeartBeat speaks your live heart rate from AirPods Pro 3 — no watch, no chest strap, no screen. Everything runs on-device; your data never leaves the iPhone. Source and prior art are public now; a free public beta is available on request, with the App Store release to follow.

OPEN SOURCE NOW · FREE AT LAUNCH
100% ON-DEVICE — DATA NEVER LEAVES
CYCLING 5-ZONE COACHING, READ ALOUD
BOXING ROUND TIMER, CALLED ALOUD
AIRPODS PRO 3 — NO WATCH, NO STRAP
SEE THE APP
Target // June 2026 // Clinical Deployment

Patients 2026 Conference →

Harvard Medical School / Beth Israel Deaconess Medical Center // Boston

halfmarble is officially registered for the DCI Network's Patients 2026 Conference in Boston. We are bringing our "Glass Box" architecture to the clinical informatics community to demonstrate how patient-engineered PK visualizations can safely capture the "Messy Middle" of Real-World Evidence (RWE) that researchers need, with zero AI drift.

What we are demonstrating
SteadyDoseTracker — pharmacokinetic visualizer with Bateman modeling, continuous pump infusion support, BBB protein-competition modeling, and calendar-driven motor demand prediction
SteadyFastingTracker — autophagy and fasting engine with biomarker timelines, tiered safety protocols, and a planned on-device AI grounded in a verified, peer-reviewed research corpus
SteadyFuelTracker [IN DEVELOPMENT] — architecture review: clinical feedback on TCR protocol alignment for metabolic tracking
Glass Box Architecture — every parameter traces to a published source, every data field is documented, every "we will never" is a binding commitment. No black-box AI. No hallucinations. No drift.
SteadyHandTool — open-source hardware for tremor compensation in fine-motor work (coming soon to Crowd Supply)
UnSteadyRing [EARLY R&D · DESIGN STAGE] — 10 finger rings, 2 wrist-worn hubs, and an ankle hub for gait & freezing-of-gait; designed to observe tremor and, in time, form a closed-loop with SteadyDoseTracker. No hardware built yet.
SteadyHeartBeat — a working proof point for on-device data privacy: heart-rate sensing and spoken feedback run entirely on the iPhone, and your health data never leaves the device. It is valuable, and it is yours — halfmarble acts as its steward, not its owner: the principle behind every halfmarble tool
What we are seeking
Research partners interested in PD real-world evidence at the intersection of PK modeling, fasting, and metabolic state
Clinical feedback on our PK model accuracy from movement disorder specialists and PD neurologists
IRB pathway guidance for our opt-in, aggregate-only data-sharing model (differential privacy under a budgeted total ε; no individual-level records)
Early-adopter clinicians willing to pilot the tools with their PD patients
Open-source hardware engineers, clinical researchers, and grant organizations — we need your help to build UnSteadyRing

halfmarble was not built by a health tech company. It was built by a patient and a nurse — because the tools we needed did not exist. We are coming to Patients 2026 to find out if the clinical community wants what we have built.

Glass Box // Data Transparency

Every field we capture. Every transformation we apply. Every "we will never." Documented, public, plain language.

SEE EXACTLY WHAT GETS SHARED →
Open IP // What We Open, What We Protect

Steward, not owner — of data, and of ideas. The methods we want anyone to be free to use, we publish as dated, public-domain prior art, so no one can fence them off later. The core sensing platform, we protect by filing.

Published defensively // Public domain

Defensive publications in the Technical Disclosure Commons, an examiner-searched prior-art database. Dated, public-domain, and freely practicable by anyone.

Consumer earbud as a closed-loop biometric sensor for exercise support — TDCommons 10440
Heart-rate-recovery-gated rest-interval timing through a consumer earbud — TDCommons 10441
Crediting recorded prior activity toward an exercise warm-up — TDCommons 10439
Robust overnight heart-rate-variability estimation independent of sleep staging — TDCommons 10443
Nap-level autonomic (HRV) tracking and a nap-day recovery comparison for daytime sleepiness in Parkinson's — TDCommons 10454
Active-sleep (dream-enactment) burden as a longitudinal self-tracking signal in movement-disordered sleep — TDCommons 10455
Per-session sleep onset latency as a two-tailed self-tracking signal in Parkinson's, across nights and naps — TDCommons 10494
Synchronized multi-line digital signal generation on an ESP32 (NEAToBOARD) — TDCommons 10442
Opt-in comparison of a wearable biometric against population and disease-cohort distributions, computed on-device under differential privacy — TDCommons 10495
Protected by filing // UnSteadyRing

The UnSteadyRing wearable sensing platform — passive finger nodes read by wrist-worn hubs — is protected by seventeen provisional patent applications filed with the USPTO in 2026, covering fine-motor and bioenergetic sensing across the hand, limbs, head, and ground interface.

Reversed-topology finger sensing — inductive, fractal-resonant, magnetic, and RF-backscatter nodes
Bilateral and lower-extremity telemetry; battery-free intra-body-powered rings
Head-worn earbud-IMU neuromotor observation; striking-exercise biomarkers
Standing-platform multi-modal sensing — lean-mass-adjusted steadiness, autonomic–somatic and bioenergetic–neuromotor correlation, repeated-squat power decrement

The Un prefix is intentional — UnSteadyRing observes; it does not intervene.

The "we" in "we need this"
Gerard Ziemski
Gerard Ziemski
Cofounder // Bioenergetics OS Architect
Anya Ziemski
Anya Ziemski
Cofounder // Patient Care Architect

"My wife and I are building this because I have Parkinson's Disease. halfmarble is not a startup. It is a fight."

A nurse and a programmer. We built this. Just us.

Giving Back // 5% of Net Profits

halfmarble donates 5% of net profits to the organizations whose research our tools stand on. Not charity in the abstract — reinvestment in the intellectual commons we depend on.

2.5%
Michael J. Fox Foundation
The largest non-governmental funder of Parkinson's research in the world. They fund the science halfmarble learns from. Additionally, 10% of the net profit from selling the open-source SteadyHandTool goes directly to support Team Fox, the grassroots fundraising program of The Michael J. Fox Foundation for Parkinson's Research.
2.5%
Public Health Collaboration UK
The low-carb, real-food metabolic health community that informed halfmarble's approach to fasting, TCR, and meal timing.

Annual donations published. Committed. Non-negotiable.

Join us
Open Source
upmonitor (MIT) hm_panelizer (MIT) NEAToBOARD (CERN-OHL-P-2.0) SteadyHandTool (CERN-OHL-S-2.0) SteadyHeartBeat (Apache-2.0)
Transparency
Glass Box: Your Data, Transparent For Researchers
Gerard Ziemski

Gerard Ziemski

Cofounder // Bioenergetics OS Architect

Bachelor of Science, Honors Computer Science degree from Western University in 1998, plus two years toward an M.Sc. — dropped out to join Apple. Twenty-five years writing software. New Media Lab. Apple. Sun Microsystems. Oracle. Two patents along the way. Early open source contributor to gl4java and jogl — Java bindings for OpenGL — back when Java on the desktop still felt like the future.

Diagnosed with Parkinson's Disease over 10 years ago. halfmarble is the engine I built out of necessity — to live and work with it, and to help others who do too.

Born in Poland. Educated in Canada. Cut my teeth in Silicon Valley. Now building halfmarble from Charlottesville, Virginia.

Off the clock: hiking, kayaking, books and games, tinkering with microcontrollers, and love for the company of dogs.

Anya Ziemski

Anya Ziemski

Cofounder // Patient Care Architect

Nursing education and training in the United States. Fourteen years as a nurse. Most of them caring for geriatric patients — the population hit hardest by chronic disease, medication complexity, and the day-to-day reality of living with conditions that do not get better. Known to my employer and co-workers as a fierce patient advocate.

Born and raised in Ukraine. Volunteer as an English-to-Russian interpreter for immigration cases. Now building halfmarble from Charlottesville, Virginia.

Off the clock: cooking healthy meals for my family, hiking, and kayaking.