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Adam Li, PhD

Pronouns: he/him

Employment

Postdoctoral Research Scientist, Columbia University in the Causal AI Lab

2022-Present

Executive Summary

At the Causal AI Lab, I am a Computing Innovation Research Fellow funded by the NSF. I am working at the intersection of neuroscience and causal inference.

My causal inference research interests are in structure learning and causal estimation in equivalence classes and their relations to neuroscience.

PhD Candidate, Johns Hopkins University in the Neuromedical Control Systems Lab

2015-2022

Executive Summary

At Johns Hopkins University, I was a NSF Graduate Research Fellow, Whitaker Fellow, Chateaubriand Fellow and ARCS Chapter Scholar. My research interests were in computational neuroscience, epilepsy, statistical machine learning, dynamical systems and control theory.

Skills

  • Python Expert
  • MATLAB Expert
  • Cython and C++ Proficient
  • R Beginner

Open-Source Summary

I am a core-contributor to MNE-Python, MNE-BIDS, MNE-Connectivity and contributed to other packages, such as scikit-learn, pyDMD, TVB.

Metrics

Adam Li's Projects

mne-hfo icon mne-hfo

Estimate/compute high-frequency oscillations (HFOs) from iEEG data that are BIDS and MNE compatible using a scikit-learn-style API.

mne-python icon mne-python

MNE : Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

morf-demo icon morf-demo

A demonstration of Manifold Oblique Random Forests paper simulation and example datasets.

opengovernment icon opengovernment

OpenGovernment -- a project of the Participatory Politics Foundation

openneuro-py icon openneuro-py

A client for accessing OpenNeuro datasets, written in Python.

personal-cv icon personal-cv

:page_facing_up: Awesome CV is LaTeX template for your outstanding job application

pingouin icon pingouin

Statistical package in Python based on Pandas

pybids icon pybids

Python tools for querying and manipulating BIDS datasets.

pybv icon pybv

A lightweight I/O utility for the BrainVision data format, written in Python.

pydmd icon pydmd

Python Dynamic Mode Decomposition

pyprep icon pyprep

A python implementation of the Preprocessing Pipeline (PREP) for EEG data

python-control icon python-control

The Python Control Systems Library is a Python module that implements basic operations for analysis and design of feedback control systems.

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