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VyasForge Labs

Where ideas become experiments, and experiments become solutions. This is our space for R&D, prototyping, and pushing technology boundaries.

Research

Edge Vision Pipeline

Exploring real-time object detection on low-power embedded hardware

An experiment testing specialized YOLO model weights compiled for ESP32-CAM and NVIDIA Jetson boards. Designed to execute object detection locally at the edge with minimum latency and power consumption.

Experiment

Clipboard Intelligence

Local LLM semantic understanding for smart clipboard actions

Testing local micro-LLMs running in background menu bar threads on Apple Silicon. The goal is to suggest context-aware formatting, coding fixes, or summaries immediately based on copied content, without using cloud APIs.

Labs is where we validate concepts. Some of these experiments will eventually integrate into our core products or services. Others exist to teach us what is technically possible.