Demi Wang
Research Intern at Carnegie Mellon University - School of Computer Science - Language Technologies Institute
United States
Summary
👤
Senior🎓
Top SchoolDemi 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
Visiting Student, Computer Science, Data Science, Visiting Student, Computer Science, Data Science at University of California, BerkeleyBachelor's degree, Computer Software Engineering, Bachelor's degree, Computer Software Engineering at Tongji UniversityMaster's degree, Intelligent Information Systems, Master's degree, Intelligent Information Systems at Carnegie Mellon UniversityChongqing Bashu Secondary School
Github Skills (39)
pytorch10
python10
data-science10
machine-learning10
time-series10
gluon10
ensemble-learning10
forecasting10
hyperparameter-optimization10
autogluon10
deep-learning10
automl10
natural-language-processing10
scikit-learn10
structured-data10
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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