pooyanjamshidi Goto Github PK

followers: 163.0 following: 56.0 repos: 37.0 gists: 5.0

Name: Pooyan Jamshidi

Type: User

Company: University of South Carolina

Bio: Professor of Computer Science at UofSC; Director of @softsys4ai; Ex. Visiting Researcher at Google;

Twitter: pooyanjamshidi

Location: Columbia, SC, USA

Blog: https://pooyanjamshidi.github.io/

Hi there 👋

😀 I am an assistant prof. at the University of South Carolina.
😀 I worked in the industry, most recently, I was a visitng researcher at Google!
🔭 I’m currently leading two large projects:
- NASA RASPBERRY-SI (UofSC/CMU/York/Arkansas) on AI in Space.
- NSF UNICORN (UofSC/Columbia/CMU) on Causal AI for Systems.
🌱 I’m currently learning the theory of everything!
🤖 I'm, in particular, interested in Causal AI, Representation Learning, ML Robustness, and Autonomous Robots!
🏫 I'm regularly teaching the following courses at UofSC:
👯 I’m looking to collaborate on topics that I love.
🤔 If you are a researcher (undergrad, grad, postdoc, early faculty), if I could help, please let me know.
💬 Ask me about research!
🧑‍🎓 I am always looking for highly motivated students to engage in AI/ML/Systems research.
📫 How to reach me: Twitter, HomePage
⚡ Fun facts:
- Just curious about everything :)
- I am currently doing these activities on a regular basis: 🥊 & 🧘‍♂️ & 🏋️ & ⚽
- Been Vegetarian once (June 2020 - June 2021!)
- I love music and a big fan of Dua Lipa; can you believe I went to three of her recent future nostalgia concert?!!

Pooyan Jamshidi's Projects

ase17

"Transfer Learning for Performance Modeling of Configurable Systems: An Exploratory Analysis", In ASE 2017

asim

Automated Service Identification Method

autoscaling-bigdata

A library features application level metrics collection, actuators for Big Data technologies such as Apache Storm, Spark, Hadoop and autoscaling controllers based on machine learning methods

bo4co

Configuration Optimization Tool for Big Data Systems

brass_gazebo_battery

Battery plugin (open-circuit model) for any kinds of robot simulations in Gazebo.

brass_gazebo_config_manager

Plugin for configuration management of robots

cp1_base

The baseline for CMU-MARS CP1

csce317

CSCE 317 - Computer Systems Engineering

csrankings

A web app for ranking computer science departments according to their research output in selective venues.

deeparch-xplorer

A design space exploration tool for deep neural architectures

demo

Here I share the demos related to my research work

dev-setup-scripts

setup scripts for developer tools like dev-based OS X defaults, Vim, Sublime Text, Bash, iTerm, tabby, python, c++, etc.

dice-configuration-bo4co

Configuration Optimization Tool for Big Data Systems

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

elasticbench

A cloud application framework to plug-in auto-scaling logic and experimentally evaluate controllers in a feedback control loop on platform as a service environment