Ray Liu Email and Phone Number
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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Research AssociateCarnegie Mellon University School Of Computer SciencePittsburgh, Pa, Us
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Data Analytics And Machine Learning InternStrand Therapeutics Jun 2024 - Aug 2024Boston, Massachusetts, United StatesBuilt 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. -
Project ResearcherThe University Of Tokyo Apr 2023 - Jul 2023Kashiwa, Chiba, JapanWorked on de novo RNA sequence design, especially inverse folding problems using generative LLMs supervised by Prof. Kiyoshi Asai. -
Undergraduate Research AssistantNatural Language Processing Lab, Tsinghua University Sep 2020 - Jul 2022Haidian District, Beijing, ChinaWorked 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.
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Ml Research InternMila - Quebec Artificial Intelligence Institute Jul 2021 - Jan 2022Québec, Quebec, CanadaWorked 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. -
Undergraduate Research AssistantInstitute For Advanced Study, Tsinghua University Apr 2019 - Sep 2019Haidian District, Beijing, ChinaDesigned 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.
Ray Liu Education Details
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Computational Biology
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Magna Cum Laude
Frequently Asked Questions about Ray Liu
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 the current company?
Ray Liu's current role is Research Associate.
What schools did Ray Liu attend?
Ray Liu attended Carnegie Mellon University, Tsinghua University.
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