From Grammy-caliber studios to quant-grade algorithms, Jake Vichnis fuses creative vision with mathematical precision.

"Welcome to my digital home—where a background in music production meets a passion for AI, machine learning, and quantitative finance. Explore my journey, dive into code-driven projects, and see how I translate patterns in sound into patterns in data."

- Jake

Jake Vichnis has experience as a music production teacher at the Third Street Music School Settlement in New York, where he has taught hundreds of students. He develops curriculum and provides individualized instruction in various aspects of music production.

Previously, he was a production assistant at Progressive Musik Group, contributing to Grammy-winning albums and providing technical support for artists. He also worked as a library technician at The City College of New York.

He holds a Bachelor of Fine Arts in Audio Technology from The City College of New York and is pursuing a Bachelor of Science in Computer Science from Western Governors University.

This site showcases Jake’s developer work focused on finance, machine learning, and web technologies. This is a collection of his recent work — personal projects, coursework, and experiments.