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_ under the supervison of Bob Sturm and Hedvig Kjellström.

Broadly my interests are in machine learning, signal processing(audio, image, vision), data systems, and human-ai interaction especially their applications in the arts, science, health and social good. Other areas of interest include visualization, data tooling, and information(retrieval, language engineering). I studied computer science and human-centered data computing at the University of Utah and 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: Christopher R. Johnson, Bei Wang, Tamara Munzner, Alberto Cairo, Shirley Wu, Amelia Wattenberger, Connor Rothschild, Jaime Tanner, Tica Lin, Frank Elavsky, Andrew McNutt, Catherine Yeh, Martin Wattenberg, Fernanda Viegas, Jonathan Zong, Zhutian Chen, Enrico Bertini

Data(AIML, Math): Jeff Phillips, Varun Shankar, Thomas Henderson, Sean Groathouse, Sean McAfee, Eunice Jun, Michael Clemens, Austin Watkins, Trevor Manz, Hugh Zhang, Shivam Raval, Harald Melin, Johan Boye, Ansel Blume, Mårten Björkman, Hedvig Kjellström, Bobby Lee Townsend Sturm JR, Velario Velardo

Engineering: Joe Zachary, Liam Machado, Sam Zachary, William Li, Thomas Ady, James Wexler, Carl Thome, Stockholm AI

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

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!