Proof of delivery.
A snapshot of products and systems we’ve shipped—focused on outcomes, speed, and scalability.
Case studies
Selected work
A concise set of projects that show how we ship.
CadetsXpert
Owned product • Education
- Built for fast content iteration and growth
- Clear UX for practice and progress
- Designed as a scalable product foundation
Crop Labeling Pipeline
Anonymized client • Annotation ops
- Defined labeling process and quality gates
- Scaled throughput with structured operations
- Improved speed without sacrificing quality
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