KaleidoForge unifies the fragmented ecosystem of machine learning and hardware acceleration. Through our KalEdge platform, specialized education, and applied research, we eliminate manual deployment workflows and accelerate Edge AI integration.
Bridging the gap between software algorithms and hardware acceleration.
Our flagship 7-step unified pipeline. Go from raw datasets to optimized FPGA bitstreams in a single, seamless environment. End the toolchain fragmentation.
PlatformEngineer-focused programs blending ML concepts with real FPGA workflows. Overcome cross-domain knowledge barriers with our hands-on guided labs.
EducationEnd to end development of AI enabled systems. We help teams map neural networks to custom hardware, accelerating inference on FPGAs and IoT microcontrollers (MCUs).
ConsultingResearch threads around efficient ML, compact models, and real world hardware deployment. Case studies and experimental edge applications.
ResearchInsights, tutorials, and updates on ML, FPGAs, and hardware acceleration.
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