š Graduated early from UCSD!
Huge thanks to the incredible faculty at HDSI for making the beginning of my data science career a magical experience.
News š
Began a USRA NAMS project at NASA Ames. Iām researching ideal distributed data storage solutions and benchmarks for efficient ML/data workflows in their NAS division.
Itās a small world after all, so weāre actually taking inspiration from the PRP (home to the Nautilus cluster and AR-NOC wouldnāt ya know it š)
The student feedback collected by the data science student reps has seen the light of day!
We presented our analysis of the last year of feedback to the data science curriculum meeting.
For our data science capstone weāre building a tool to mitigate bias in network conditions while collecting data. Follow along here
We gave our official update report and demo slides for AR-NOC. First time Iāve worked with Unreal Engine!
Proud of these projects š
D.A.N.E.
Automating representative network traffic datasets
Using Docker and some Python glue, we engineered an easy-to-use tool for generating network traffic data in a variety of emulated network conditions.
We teamed with Viasat to use ML to classify network behavior even while VPNs are in use. But, collecting good, representative training data is a hassle. Enter DANE: the Data Automation and Network Emulation tool.
QWERTY vs Dvorak
A visual exploration of the Dvorak keyboard layout
Why are we stuck typing on the same keyboard layout that was invented for the earliest typewriters?
The Dvorak keyboard layout is fabled to be much more efficientā¦ come play with this interactive data visualization and put that claim to the test!
The Verbosified Works on A.I. Space Rovers
Convincing GPT-2 that more is more - An A.I. Art Piece
I (ab)used OpenAIās GPT-2 modelāthe one thatās ātoo dangerous to releaseāāto make an art piece in which the AI attempts to double the word count of an essay. The model can easily become too creative, though!
Latest posts ā
Thoughts on COVID-19 and the future of teaching
Teaching strategies won't return to "normal" once we recover from the pandemic. But might they actually get better?
1 minute
How an Amazon Alexa skill can open the door to data-driven medical insights
What incredible medical insights are just waiting to be found if we can unlock new data streams?
5 minutes
What Ignited My Love For Data Science
In this 5-minute Ignite talk I outline my the purpose of data science communicating data.
1 minute
Call me maybe? š¤
Got a cool data science idea? Want to ask questions about data science at UC San Diego or Deloitte? Just want some company?
Well wait no longer, here's where you can find me on the web