George Stoica
Student Researcher at Georgia Institute of Technology
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolGeorge Stoica is an ML PhD candidate at Georgia Tech with a decade of experience building and evaluating novel machine learning systems across academia and industry. He has co-authored multiple ICLR/ICCV/NeurIPS papers on model merging, flow matching, and transformer attention, and contributed to production-focused multimodal projects at Google DeepMind and Allen Institute for AI (MolmoV3 vision encoder pretraining). His work blends theoretical innovation—gradient-free LoRA merging and contrastive flow objectives—with practical engineering, from autonomous checkout prototypes to large-scale data pipelines. Based in Seattle and with roots at CMU, he routinely bridges research and product priorities, often producing first-author datasets and methods that others can immediately adopt.
10 years of coding experience
5 years of employment as a software developer
Doctor of Philosophy - PhD, Machine Learning, Doctor of Philosophy - PhD, Machine Learning at Georgia Institute of TechnologyHigh School, High School at The College Preparatory SchoolBachelor’s Degree, Statistics and Machine Learning, Bachelor’s Degree, Statistics and Machine Learning at Carnegie Mellon University
English, Romanian
Stackoverflow
3reputation
2kreached
0answers
1question
Github Skills (65)
python10
gymnasium10
stylegan10
deep-learning10
prediction10
neural-network10
q-learning10
tensorflow10
clip10
machine-learning10
ml9
multimodal9
computer-vision9
deep-neural-networks9
data-science9
Programming languages (4)
Github contributions (5)
gstoica27/Re-TACRED
Sep 2020 - Apr 2021
Contributions:41 commits, 23 pushes, 1 comment in 7 months
otiliastr/coper
Jun 2018 - Feb 2020
Contextual Parameter Generation for Knowledge Graph Link Prediction
Contributions:262 commits, 69 pushes, 2 branches in 1 year 8 months
predictionknowledgelink-predictionparameterknowledge-graph
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