Independent Research · Healthcare AI

Innovation that starts with care

TalaStar Digital builds healthcare-grade AI solutions grounded in clinical experience, mathematical research, and a commitment to human-centric design. No corporate dependencies. No VC compromises. Pure, founder-driven innovation.

Kristal Jane Apurado
Kristal Jane Apurado Founder & Independent Researcher
"I build AI systems that serve humanity first — not shareholders, not hype cycles, not quarterly reports."

Research-driven products

Healthcare AI

Vitalis AI

Clinical Intelligence

Real-time patient monitoring with NEWS2 scoring, auto-titration algorithms, and intervention audit trails — designed from frontline nursing experience.

NEWS2 Scoring Auto-Titration Intervention Audit Patent Pending
Financial Protection

MoneyGuard

8-Layer Fraud Intelligence

Credit card protection with fraud detection, subscription intelligence, and cognitive accessibility — security that doesn't leave anyone behind.

Fraud Detection Subscription Intelligence Cognitive Accessibility
Climate Defence

Flood Resilience AI

Multi-Nation Barrier Intelligence

AI flood defence integrating Dutch, Japanese, Singaporean, and UK barrier technologies — protection that spans borders.

Multi-Barrier Integration Real-Time Prediction Cross-Border Coordination
O₂-N₂ Separation

GAPS Reactor

Graphene-Augmented Plasma Separation

Next-generation oxygen therapy and industrial gas separation using graphene-augmented plasma — a fundamental advance in respiratory care.

Graphene Technology O₂ Therapy Industrial Gas Separation

Frontier science, real-world impact

Clay Mathematics Institute · Millennium Prize

Navier–Stokes Global Regularity

A depletion-based reduction of the 3D regularity problem to a single frequency gain condition. The central open question in fluid dynamics — whether smooth solutions exist for all time — carries a $1,000,000 prize.

∂u/∂t + (u·∇)u + ∇p = νΔu  |  ∇·u = 0
Read the paper →
Healthcare WEAN O₂ — Wearable Oxygen Innovation

AI-enabled neuro-adaptive oxygen therapy for respiratory patients.

AI Safety TalaStar Ethical AI Framework

The HEAL Principles: Human-Centricity, Equity, Accountability, and Longevity.

Collaboration China–UK Research Partnership

Zhengzhou Shanghe partnership for cross-border healthcare technology research.

Independent. Research-driven. Human-first.

Intent-Aware AI

IRIS orchestrates intent and authorization — not just keywords — for context-sensitive assistance.

Frontline Clinical Insight

Built by a visionary general nurse who understands the gap between academic AI and patient care.

Research to Product

From mathematical proofs to clinical concepts — every product is grounded in rigorous research.

Human-Centric Design

The HEAL Principles guide every decision: Human-Centricity, Equity, Accountability, Longevity.