Ray Liu
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Ray Liu Email & Phone Number

Location: Greater Pittsburgh Region, United States 7 work roles 2 schools
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Role
Research Associate
Location
Greater Pittsburgh Region, United States

Who is Ray Liu? Overview

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Ray Liu is listed as Research Associate at Carnegie Mellon University School of Computer Science, based in Greater Pittsburgh Region, United States. AeroLeads shows a matched LinkedIn profile for Ray Liu.

Ray Liu previously worked as Data Analytics and Machine Learning Intern at Strand Therapeutics and Project Researcher at The University Of Tokyo. Ray Liu holds Master'S, Computational Biology from Carnegie Mellon University.

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Carnegie Mellon University School of Computer Science

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About Ray Liu

Ray Liu is a highly motivated AI/ML and data engineering specialist skilled in Python, Javascript, Apache Spark, and cloud platforms like AWS. Currently completing an M.S. in Computational Biology at Carnegie Mellon University’s School of Computer Science, with a bachelor’s degree in Mathematics and Physics from Tsinghua University. His experience includes fine-tuning large language models for RNA sequence optimization during his internship at Strand Therapeutics, co-developing TorchDrug, a PyTorch-based drug discovery platform, at MILA, and building a scalable Oracle Bone Script recognition and retrieval platform as an RA at Tsinghua. Ray has published research at top-tier venues like NeurIPS. Beyond his technical pursuits, Ray is passionate about tennis, having competed as part of his college team. Ray is seeking full-time AI/ML and data engineering roles, particularly in healthcare or life science applications, to apply his expertise to impactful projects.

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Carnegie Mellon University School of Computer Science
Carnegie Mellon University School Of Computer Science
Research Associate
Pittsburgh, PA, US
Website
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7 roles

Ray Liu work experience

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Data Analytics And Machine Learning Intern

Boston, Massachusetts, United States

Built a generative language model for mRNA generation given amino acids. Fine-tuned large language models for downstream task predictions, such as degradation and expression level predictions.

Jun 2024 - Aug 2024

Project Researcher

Kashiwa, Chiba, Japan

Worked on de novo RNA sequence design, especially inverse folding problems using generative LLMs supervised by Prof. Kiyoshi Asai.

Apr 2023 - Jul 2023

Undergraduate Research Assistant

Natural Language Processing Lab, Tsinghua University

Haidian District, Beijing, China

Worked on Graph Representation Learning in Multi-Source Heterogeneous Data and Pre-trained Language Models (PLMs) For Data-To-Text Generation. Developed a scalable Oracle Bone Script recognition and retrieval platform using Flask, and integrated SimCLR with ResNet for high-accuracy character recognition. Advised by Prof. Zhiyuan Liu.

Sep 2020 - Jul 2022

Ml Research Intern

Québec, Quebec, Canada

Worked on natural language processing and drug discovery advised by Prof. Jian Tang, and engaged in the TorchDrug project, an open-source machine learning platform for drug discovery.

Jul 2021 - Jan 2022

Undergraduate Research Assistant

Institute For Advanced Study, Tsinghua University

Haidian District, Beijing, China

Designed an effective numerical algorithm under the Constrained Transport framework to capture the evolution of hall drift mode in the EMHD equations in 2 and 3 dimensions, advised by Prof. Xuening Bai.

Apr 2019 - Sep 2019
2 education records

Ray Liu education

Bachelor Of Science - Bs, Mathematics And Physics (Cs Research Track), Magna Cum Laude

Activities and Societies: Captain of the Tennis Team in the Physics Department from 2020 to 2022

FAQ

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What company does Ray Liu work for?

Ray Liu works for Carnegie Mellon University School of Computer Science.

What is Ray Liu's role at Carnegie Mellon University School of Computer Science?

Ray Liu is listed as Research Associate at Carnegie Mellon University School of Computer Science.

Where is Ray Liu based?

Ray Liu is based in Greater Pittsburgh Region, United States while working with Carnegie Mellon University School of Computer Science.

What companies has Ray Liu worked for?

Ray Liu has worked for Carnegie Mellon University School Of Computer Science, Strand Therapeutics, The University Of Tokyo, Natural Language Processing Lab, Tsinghua University, and Mila - Quebec Artificial Intelligence Institute.

How can I contact Ray Liu?

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What schools did Ray Liu attend?

Ray Liu holds Master'S, Computational Biology from Carnegie Mellon University.

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