Statistics MSc - ETH Zürich
Statistics Student at ETH Zürich. A dual Polish and US Citizen.
Three years of prior work experience in the US Energy Sector: supply chain operations, project management, and analytics.
Interested in applications of NLP, computer vision, and unsupervised learning to biochemistry, written document information retrieval, and geospatial topics.
Contact info below, and my calendar booking tool can be found here.
BoulderSpot - extended MVP from CASSINI Hackathon to search for new bouldering (rock climbing) outdoors with a CNN trained on Swiss public satellite data.
vid2cleantxt: a transformer-based pipeline for turning heavily speech-based video files into clean, readable text from the audio.
Wu, J., Zodrow, K. R., Szemraj, P. B., & Li, Q. (2017). Photothermal nanocomposite membranes for direct solar membrane distillation. Journal of Materials Chemistry A, 5(45), 23712-23719.
Metcalf, A., Szemraj, P., Arredondo, J. H., & Worstell, J. H. (2017, March). Distillation: An Under-Plowed Field. In 2017 Spring Meeting and 13th Global Congress on Process Safety. AIChE.
|ETH Zürich||MSc Statistics||Exp. Fall 2022|
|Rice University||B.S. in Chemical and Biomolecular Engineering||May 2017|
|Glenbrook North High School||High School Diploma||May 2013|
I enjoy working with neural networks in multimodal ways to see ideas in new ways. Some of the networks I use to create art from text are:
SIREN network & the embeddings from OpenAI's CLiP (see here for further detail).Latent Diffusion models trained on the LAION-400M Dataset
Prompt design, exploration, & model enhancements are my own.
GPT-Peter: Language Model
Is a generative language model of Peter possible?
Login or create a telegram account to message the bot.
Responses will be computed on a local Python runtime and sent back to your account on Telegram.
If telegram doesn't work for your use case, you can interact with the model through a simple API interface on the huggingface site.
Cal Scheduling Tool
Cal helps combine the different Google accounts I use for various organizations to show when I'm free :)Use the applet below to book a meeting time that gets automatically reserved, and then we can chat!