I like to say my work lives where curiosity, computation, & a slightly unreasonable desire for efficiency intersect. As a Master’s student at The George Washington University, I genuinely enjoy making machines think and systems scale.

My world revolves around AI, ML, & DL means not just the theory, but the engineering that turns research into intelligence. Whether it's optimizing a Go-based audio engine or architecting Pragati, I treat performance bottlenecks like personal challenges.

"The best systems scale without making the user feel the weight of that scale."