Summary
Ping Zou is a Head of Data Science with 14 years of engineering and management experience, combining a PhD in Machine Learning with hands-on full-stack development across C/C++, Python, JavaScript and cloud-native tooling. He leads ML-driven product delivery at Talent Ticker, architecting large-scale NLP pipelines for automated article annotation, multilingual NER and document clustering using transformers (BERT, RoBERTa, XLM-R), spaCy, flair and sentence embeddings. Equally comfortable in research and production, he builds CI/CD and continuous training pipelines, deploys GPU Docker workloads on AWS, and designs knowledge-graph ontologies backed by Neo4j. Prior roles include leading cross-platform media and secure playback engineering at NAGRA and founding R&D for speech/NLP platforms, giving him deep expertise in speech, image and language technologies. Colleagues rely on him for mentoring, infrastructure automation (Terraform/Terragrunt) and pragmatic architecture that bridges cutting-edge models with robust operational systems.
14 years of coding experience
11 years of employment as a software developer
PhD, Electrical and Electronic Engineering, PhD, Electrical and Electronic Engineering at The University of Sheffield
bachelor, Hydrolic Construction Engineering, bachelor, Hydrolic Construction Engineering at Tsinghua University
English, Chinese