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Wanted poster

WANTED

DEAD OR ALIVE

SUYOG “THE TINKER” ADHIKARI

฿ 3,333,333,333–

By order of the World Engineering Government. Wanted for excessive pipeline optimization, crimes against manual annotation, and shipping on Fridays without fear.

Computer vision / Eightsquare

Document intelligence, right on the device.

An optimized Android SDK for Malaysian identity cards, passports, and visas.

ProjectIdentity Document OCR SDK
OrganizationEightsquare
Key result+80% performance
01 →Camera input
02 →OpenCV processing
03 →Native C++ / JNI
04 ✓Document text

The challenge

Identity-document processing on mobile devices needs to be fast within the limits of on-device compute. This SDK focused on Malaysian IDs, passports, and visas, with real-time image processing as a core requirement.

The engineering

  • Built a mobile SDK for identity-document optical character recognition.
  • Integrated native C++ image-processing code into Android through JNI.
  • Optimized OpenCV processing to improve the speed of the on-device pipeline.

The result

+80%

OpenCV optimization in C++ and JNI made the document-processing SDK 80% faster.

05.Open a connection

open to interesting problems

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