Case Studies
Storage Isn't Storage: The Telemetry We Rebuilt Around Physics
Energy · VPP + AIM platform | Hybrid Greentech | Systems + data-viz design
Designing telemetry that respects the laws of the hardware — not the convenience of a label.
I split one "elegant" component into two — because a shared layout was quietly lying about how the hardware behaves, and that lie breaks an operator the moment a live grid trade is on the line.
2025 · ~4 months
Sole UX/UI designer, end-to-end. I mapped each asset's physics with the engineering team, defined the telemetry architecture, and owned the decision to split the component.
Web · Energy VPP + Asset Integrity Management
Reset how every asset screen is modeled on the platform — two truthful telemetry architectures, zero ambiguous storage states, faster operator decisions under load. BESS shipped to production; Loadbank approved.
Information Architecture, Data Visualization, Systems Design , Usability Validation
Information Architecture · Data Visualization · Systems Design · Interaction Design
Rescuing the Read: Overhauling MederiAI's Endoscopy Reviewer
Medical AI · Capsule endoscopy | MederiAI | Reviewer redesign
Re-architecting a reviewer that fought the doctor into a focused, AI-assisted read.
A strong AI model was trapped behind a screen that fought the doctor — so I rebuilt the read around the clinician's judgment, with the AI as a triage assistant, never the authority.
2024 · ~2 weeks (2 iterations)
Sole UI/UX designer. I ran a heuristic evaluation of the live reviewer, turned the findings into prioritized fixes, and rebuilt the read around the clinician's judgment — the AI as triage, never the authority.
Web · Clinician-facing capsule-endoscopy reviewer
Shipped to production — ~83% fewer clicks to action an AI finding (6→1), plus the undo, review-progress and dark mode the old reviewer lacked. Validated by practicing gastroenterologists and the founding team.
Information Architecture, Interaction Design, Data-Dense UI, Heuristic Audit, Clinical UX, AI-assist Patterns
Medical AI · Interaction Design · Information Architecture · Data-Dense UI
Hidden in Plain Sight: Surfacing Sparrk's Host Booking Page
Sports-rental marketplace · Philippines | Sparrk | UX audit + redesign
A UX audit and redesign that gave hosts the controls they use most — adding the ones that were missing, surfacing the ones that were buried.
On a busy day a host shouldn't have to scroll to take a walk-in or find today's bookings — so I added the controls that were missing, surfaced the ones that were buried, and turned an endless detail screen into something you run, not read.
2025 · audit + redesign
UX/UI designer, brought in to audit and redesign. I mapped the host's busy-day frequency, ranked the friction, then added the essentials that were missing and re-ranked the rest around what hosts reach for most.
Web · Host booking management for a sports-rental marketplace
Turned a buried, scroll-heavy host page into one you run, not read — added on-the-spot booking, search and a status filter, and surfaced the controls that were buried. Redesign delivered.
UX Audit, Information Architecture, Task-flow Mapping, Heuristic Evaluation
UX Audit · Interaction Design · Information Architecture · Marketplace