NIKHIL
KUNCHE
I BUILD THINGS TO CALM DOWN THE WHAT IF'S INSIDE MY HEAD.
PATENTS
7 Filed | 8 Months | 130+ Claims | 56 Patents Mapped | 5 Currently in Drafting
Solid state biochemical sensing array with embedded prognostic simulation. Continuous sub 80µL acquisition. Zero consumables. No cartridges.
Multivariate signal fusion terminal with protocol aware ingestion. Ventilators, CRRT, infusion pumps, and ECG unified into a single prognostic vector.
Recursive cognition loop with persistent state vector memory. Causal propagation across organ subsystems. Embedded inference without cloud dependency.
Dual mode ABG/VBG microfluidic port. Pressure discriminated source detection with safety gating and bounded arterial equivalence translation.
Polypharmacy conflict engine. Patient specific DDI simulation with biochemical aware safety gating. Embedded pharmacovigilance at the point of care.
Organ waveform synthesis with reliability weighted aggregation. Adaptive estimation via inverse variance measurement gating. Constrained trajectory projection.
Gravitational potential field dynamics for intervention timing. Therapeutic wavefront collision geometry with asymmetric basin escape and bridge therapy recommendation.
PUBLICATIONS
Research
The Kunche Adaptive Estimator: A Reliability Adaptive Kalman Filtering Framework for Autonomous Multi Biomarker State Estimation in Critical Care Monitoring
DOI: 10.22541/au.176313985.55971071/v1
View paper →MOISS: Multi Organ Intervention State Space with Gravitational Potential Dynamics for Predictive Critical Care
DOI: 10.64898/2026.02.08.26345873
View paper →Creative Works
Stay Strong and Other Useless Words
Faultergeist
Morbid Angel
SENTINEL
Seven patents. One architecture.
Solid state sensing. Multivariate fusion. Recursive cognition. Gravitational dynamics. Everything that was invisible, rendered visible.
Open full PriyAI dashboard →KAE
Kunche Adaptive Estimator
Inverse Reliability Scaling for Measurement Noise
The KAE adapts measurement noise covariance to sensor reliability. As reliability r(t) decreases from delays, degraded sensors, or sparse data, noise R(t) increases, causing the filter to trust the physics based process model over raw measurements. Patent VI.
MOISS
Multi Organ Intervention State Space
Critical illness modeled as a gravitational system. Each organ is a particle in a potential well, healthy when orbiting near homeostasis, deteriorating as it spirals outward through warning and critical zones toward the point of no return. Patent VII.
The collision geometry: the race between organ failure and therapeutic effect
Biomedical Domain Specific Language
A programming language built for biomedical researchers, clinicians, and biotech engineers. Write clinical protocols in the language you already think in. No programming background required. 20 modules covering clinical decision support, pharmacokinetics, lab interpretation, drug screening, FHIR integration, and research publishing.