Web and mobile products I've helped ship

• Led the end-to-end consultation flow: symptoms to probable diagnoses, recommendations, and doctor discovery.
• Designed AI-driven UX with structured prompting and behavioral constraints for a medical context.
• Built client-side orchestration around unreliable LLM outputs: structured parsing, phase-based responses, retry and fallback logic, conversation state recovery, and safety constraints for probabilistic medical guidance.

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• Joined a team of three frontend engineers and later took full ownership of the enterprise frontend.
• Handled development, maintenance, and SLA-related work across the product.
• Designed UI and UX for a range of internal product features used in day-to-day operations.

Product work on a management platform built for the sustainable marine agriculture space.

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• Owned capture and upload pipelines for large 360° video files recorded via Insta360 under unstable mobile network conditions.
• Built a resilient upload system with chunking, retry and resume support, background execution, and failure recovery.
• Reduced crash rate by stabilizing app-camera interaction across device inconsistencies, sync mismatches, and mid-recording disconnects.
• Improved performance by moving compute-heavy logic from React Native into native Android modules, which reduced UI lag.
• Identified UX bottlenecks and independently proposed product improvements in the camera connection flow.
  • Introduced a “last connected camera” shortcut, which reduced time-to-record.
  • Implemented direct Wi-Fi settings access via Android intent, which improved connection success rate and reduced friction.

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• Worked on core product areas, including a background location feature.
• Built a complex onboarding system for patient and caregiver roles with invites, branching flows, progress persistence, and solid edge-case handling.
• Reworked permissions and consent flows to satisfy app store requirements.

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