SootSniffer revolutionizes environmental monitoring by merging high-fidelity microscopy with autonomous image processing. By replacing traditional ocular lenses with precision digital sensors and OpenCV analysis, we've created a system capable of real-time particle quantification—detecting soot concentration in air filters with surgical accuracy. This isn't just a microscope; it's a safeguard for air quality in industrial and domestic environments.