Platforms Engineered by SDD Labs
We transform fundamental optical and embedded computer science breakthroughs into scalable, user-centric software platforms trusted by thousands of institutions.
Embedarium — Cloud Circuit Simulator & Multi-MCU IDE
Embedarium is SDD Labs' flagship platform, bringing true hardware-level emulation to the web browser. Written with low-overhead WebAssembly modules, Embedarium gives engineers, professors, and students instant access to virtual circuit breadboards, virtual oscilloscopes, logic analyzers, and cycle-accurate microcontroller simulation.
Cycle-Accurate 7+ MCU Architectures
Simulate 8051, AVR ATmega, ARM Cortex-M0+, and PIC with microsecond peripheral timing precision.
SPICE Mixed-Mode Simulation & PCB Auto-Routing
Design analog and digital circuits, probe signals with virtual scopes, and auto-route 2-layer PCBs.
University LMS Gradebook & Plagiarism Checks
Automated circuit grading rubrics, firmware execution verification, and LTI 1.3 Canvas/Moodle integration.
FastOMR — Next-Gen Optical Mark Recognition
FastOMR eliminates the need for expensive dedicated optical scanning hardware and proprietary bubble papers. By pairing sub-millimeter form vector rendering with sophisticated computer vision algorithms, FastOMR allows schools, universities, and survey researchers to scan sheets with ordinary office scanners or mobile cameras.
Millimeter-Precision Vector Designer
Design custom bubble answer sheets to exact physical millimeters and export crisp print-ready vector PDFs.
Automated Projective Deskew
Handles sheets fed at an angle, wrinkled paper, and uneven camera lighting using adaptive affine homography.
Automated KR-20 Psychometrics
Instantly calculates Kuder-Richardson 20 test reliability, point-biserial discrimination, and item difficulty distributions.
SDDVision Core SDK
Embed our battle-tested optical mark recognition, affine deskew, and barcode registration pipelines into your own desktop, mobile, or server applications.
WebAssembly Runtime
Execute image processing directly in client web browsers at 60 FPS without uploading sensitive images or user documents to external servers.
Native C++ & Python SDK
High-throughput shared libraries compiled with AVX-512 vectorization for batch processing hundreds of scanned PDFs per second on server clusters.
On-Premise Docker Suite
Self-contained, air-gapped container image with REST and gRPC endpoints designed for high-security government and healthcare installations.