Demi Wang
Research Assistant at Carnegie Mellon University - School of Computer Science - Language Technologies Institute
United States
Summary
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SeniorDemi Wang is an NLP researcher and engineer with nine years of experience, currently pursuing a Master’s at Carnegie Mellon’s Language Technologies Institute and working on self-evolving web agents at NeuLab. She has interned at MSRA and OSU, where her work on a universal grounding model for GUI agents became an ICLR 2025 oral, and she has industry experience fine-tuning multimodal LLMs at ByteDance with measurable +30% gains. Comfortable at the intersection of research and product, Demi focuses on efficient LLM reasoning, RL-based methods, and in-context learning optimizations. Her profile blends strong academic results with applied impact in e-commerce and agent systems, and she also holds a senior scientist role at a stealth startup, signaling leadership in translating research into real-world systems.
9 years of coding experience
1 year of employment as a software developer
Github Skills (51)
pytorch10
python10
data-science10
image-classification10
incremental-learning10
meta-learning10
mxnet10
machine-learning10
time-series10
gluon10
mlp10
ensemble-learning10
forecasting10
hyperparameter-optimization10
autogluon10
Programming languages (3)
Github contributions (5)
RuohanW/RuohanW.github.io
Feb 2020 - Sep 2024
Contributions:19 pushes, 1 branch in 4 years 7 months
RuohanW/autogluon
Nov 2020 - Dec 2020
AutoGluon: AutoML for Text, Image, and Tabular Data
Contributions:10 pushes, 4 branches in 23 days
pytorchnlpimage-textpythondata-science
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