Xiaozhou Zou
Principal Data Scientist
Worcester, Massachusetts, United States
Summary
👤
Senior🎓
Top SchoolXiaozhou Zou is a Principal Data Scientist based in Worcester, MA with nine years of industry experience and a strong academic foundation in computational mathematics and data science. He combines hands-on expertise in deep learning, surrogate modeling, and AI-assisted equipment design with production skills across Spark, Hadoop, Kafka, NoSQL, and AWS to move research into deployable systems. At Aspen Technology he progressed from developing ML packages and document-to-knowledge-graph CV pipelines to leading research teams, designing roadmaps, and shipping cross-functional pilot demos. His research contributions include accelerating GAN convergence with a multi-phase training scheme and inventing an advanced sampling method that improved model training speed and accuracy. Comfortable across Python, Scala, Java, and visualization stacks, he pairs mathematical rigor with practical engineering to tackle domain-specific challenges in chemical engineering and industrial AI.
9 years of coding experience
6 years of employment as a software developer
Master’s Degree Data Science, Master’s Degree Data Science at Worcester Polytechnic InstituteBachelor’s Degree Computational Mathematics, Bachelor’s Degree Computational Mathematics at Zhejiang University
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (11)
cognitive-services10
speech-to-text10
transformer10
text-to-speech10
speech-synthesis10
api10
prosody10
speech10
azure-cognitive-services10
microsoft9
speech-recognition9
Programming languages (1)
Github contributions (5)
xiaozhouz/hello-world
May 2017 - May 2017
Contributions:3 commits, 2 PRs, 2 pushes in 1 day
Azure-Samples/Cognitive-Speech-TTS
May 2018 - Mar 2019
Microsoft Text-to-Speech API sample code in several languages, part of Cognitive Services.
Contributions:2 commits, 2 PRs, 7 comments in 9 months
custom-neural-voicespeech-recognitioncognitive-servicesmicrosofttext-to-mp3
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