Experience The Engineering Excellence
Core Capabilities & Solutions
Specialized expertise in video architecture, C++ engineering, and AI-powered streaming solutions for VC-backed startups.
Real-Time Video RAG
C++ pipelines that parse streams at the byte level, tracking motion & latent vectors to trigger LLMs only during semantic events. Drops LLM token costs by 90% while agents keep long video memory.
GenAI Conversational Streaming
HW-accelerated encoding pipelines combined with WebRTC for generative model inference. SOTA latency with perfect client-side A/V sync.
Model Dataset Engineering
Parallel cloud pipelines processing millions of images/videos with automated distributed extraction and tagging. Massively scalable, reproducible, high-fidelity proprietary datasets.
Edge IoT & ARM Video Pipelines
BSP driver patches and zero-copy OpenGL ES architectures offloading to ARM Mali GPUs. Ultra-low latency edge processing on budget IoT hardware.
Ultra-Low Bandwidth Vision
"Blind cameras" running 100% on-device ML outputting kbps-level latent vectors instead of heavy video streams. AI in off-grid environments, cutting payloads by 99%.
Native P2P WebRTC Edge Streaming
C++ WebRTC directly on IoT devices for direct P2P streaming with optimized Time-to-First-Frame and fast camera switching. Sub-second latency & minimized cloud relay costs.
Get in Touch
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Location
United States
Remote-First Company