Technical Reference

Hi, I’m Pranav! I am a final year machine learning masters student at the KTH Royal Institute of Technology and a masters thesis candidate at KTH RPL and KTH TMH working on my masters thesis Audio Disentanglement for Multi-Instrument Score-Following(tentative title) under the supervision of Bob Sturm and Hedvig Kjellström.

Broadly my interests span machine learning, deep learning, digital signals(music, image, vision), music information retrieval, human-ai interaction, interpretability, computational creativity, computer science(systems) especially their intersection in the arts, science, and health. Previously I studied computer science(visualization, human-centered data computing) and piano performance at the at the University of Utah and the Utah Scientific Computing and Imaging Institute.

This website originally started off as a google doc which became difficult to maintain so I decided to move it online inspired by the UCB HCI Prelim website. Most of the resources and links relate to my interests in machine learning and its applications in visual computing, Human-AI Interaction, systems (specifically for AIML) and math.

Special thanks to the following people and organizations:

Systems: Ryan Stutsman, Peter Jensen, Matthew Flatt

Visualization and HCI: Christopher R. Johnson, Bei Wang, Tamara Munzner, Alberto Cairo, Shirley Wu, Amelia Wattenberger, Kyung-Yun Choi, Connor Rothschild, Jaime Tanner, Tica Lin, Frank Elavsky, Andrew McNutt, Catherine Yeh, Martin Wattenberg, Fernanda Viegas, Jonathan Zong, Zhutian Chen, Enrico Bertini, Trevor Manz

Music: Bobby Lee Townsend Sturm JR, Meinard Mueller, Velario Velardo, James Wexler, Michael Clemens, Carl Thome, Arjun Bhuguna, Nancy Jensen, Dan Tepfer, Sean Chen, KDFC San Francisco Symphony, Music Teacher’s Association of California

AIML, Math: Jeff Phillips, Varun Shankar, Thomas Henderson, Sean Groathouse, Sean McAfee, Eunice Jun, Johan Boye, Mårten Björkman, Harald Melin, Hedvig Kjellström, Austin Watkins, Hugh Zhang, Shivam Raval, Ansel Blume

Engineering: Joe Zachary, Liam Machado, Thomas Ady, Sam Zachary, William Li, James Wexler

Creative Technology: EYEO Festival, Kyung-Yun Choi, Boston Tech Poetics,Leslie Liu, Katherine Yang, Jake Chvatal

and lastly my friends/group project teammates for the resources, conversations, teaching, community, emails, mentorship, and late night debugging and deadline crunch sessions.

If you have any suggestions about what I should add or reorganize please reach out over email!