research
ongoing
a primary focus of the gomez lab is the complex biological 'signal processing' network of proteins known as the Kinome. i am currently working with professor shawn gomez to investigate the construction, architecture, and applications of kinase interaction networks (kin) from a systems biology perspective
One example in progress is a 'kinome api' with connections to phenotype regression exploring the architecture of the kinome spawning from work of recent unc graduate kyla a.l. collins
additional areas of ongoing research include applications of artificial intelligence in both single-cell rna-sequencing data and medical image analysis.
past
one of my first big self-driven data science projects was a capstone for Udacity's machine learning [engineer] nanodegree (mlnd). i decided to explore the machine-generated clusters of french geocode demographics (a geocode similar to zipcode in the usa) to official government-created classifications of 'urban' and 'rural'
presentations and whatnot
colorful powerpoints spark joy in me. feel free to download a few of mine (and some other things, too) ~
- hour presentation on chambers and jurafsky (2008)
current special topics course in nlp at unc with professor snigdha chaturvedi
from ece590 fall 2019
- on roofline, a powerful bottleneck analysis tool for scientific computing
- on gables, a roofline model for mobile systems on chips
- on the tpu (v1), the custom asic from google for machine learning
- on darwin, a long-read genomics accelerator
- on mondrian, a relational database accelerator
a fantastic hardware acceleration course i took at duke university with professor lisa wu wills
from bmme890 fall 2019
- on protein language models, a promising deep learning architecture, and use cases with erbb2 and pertuzumab
an innovative biomolecular engineering course at unc with professor koji sode
from comp776 fall 2018
- a very entertaining course report on an instance segmentation project PotatoNet (yes, i manually labeled over 1000 potatoes)
a fascinating computer vision course at unc with professor alex c. berg