Experience

Deep Breath Intelligence

• Switzerland
• Biotechnology Research
• 1 - 100 Employee

• Product Manager & Data Scientist

  • Feb 2022 - Present

• AI/ML Specialist & Biostatistician

  • Feb 2021 - Feb 2022



SIB Swiss Institute of Bioinformatics

• Switzerland
• Research Services
• 100 - 200 Employee

• PHD Candidate

  • Sep 2016 - 2021



University of Zurich

• Switzerland
• Higher Education
• 700 & Above Employee

• PHD Candidate

  • 2016 - 2021

  Modeling and analysis of tumor copy number data. Research on cancer detection methods using deep learning and machine learning techniques. Generated mutational signatures of 31 cancer types and achieved over 80% accuracy in tumor classification. Developed bioinformatic pipelines to integrate high volume and heterogeneous data. The published libraries were quickly adopted by the research community with over 200 monthly downloads. Optimized lab’s DNA sequencing pipeline. Experience in… Show more Modeling and analysis of tumor copy number data. Research on cancer detection methods using deep learning and machine learning techniques. Generated mutational signatures of 31 cancer types and achieved over 80% accuracy in tumor classification. Developed bioinformatic pipelines to integrate high volume and heterogeneous data. The published libraries were quickly adopted by the research community with over 200 monthly downloads. Optimized lab’s DNA sequencing pipeline. Experience in data analysis of long-read RNA sequencing. International collaboration in the Beacon project of GA4GH and ELIXIR that facilitates access to genomic data on a global scale. Collective commitments to the standardization of the data format and structure. Presentations at international scientific meetings. Curriculum development and teaching in bioinformatics and statistics courses. Show less Modeling and analysis of tumor copy number data. Research on cancer detection methods using deep learning and machine learning techniques. Generated mutational signatures of 31 cancer types and achieved over 80% accuracy in tumor classification. Developed bioinformatic pipelines to integrate high volume and heterogeneous data. The published libraries were quickly adopted by the research community with over 200 monthly downloads. Optimized lab’s DNA sequencing pipeline. Experience in… Show more Modeling and analysis of tumor copy number data. Research on cancer detection methods using deep learning and machine learning techniques. Generated mutational signatures of 31 cancer types and achieved over 80% accuracy in tumor classification. Developed bioinformatic pipelines to integrate high volume and heterogeneous data. The published libraries were quickly adopted by the research community with over 200 monthly downloads. Optimized lab’s DNA sequencing pipeline. Experience in data analysis of long-read RNA sequencing. International collaboration in the Beacon project of GA4GH and ELIXIR that facilitates access to genomic data on a global scale. Collective commitments to the standardization of the data format and structure. Presentations at international scientific meetings. Curriculum development and teaching in bioinformatics and statistics courses. Show less



Northeast Normal University, Bioinformatics Lab

• Changchun, Jilin, China

• Research Assistant

  • 2013 - 2016

  Participated in research projects on DNA-binding proteins, B-Cell epitopes, and protein structure prediction. Responsible for model selection, data visualization, and result verification. Obtained in-depth knowledge of machine learning, intelligent algorithms, and statistical analyses. Participated in research projects on DNA-binding proteins, B-Cell epitopes, and protein structure prediction. Responsible for model selection, data visualization, and result verification. Obtained in-depth knowledge of machine learning, intelligent algorithms, and statistical analyses.



Inch Tech

• Shanghai City, China

• Founder, CEO

  • 2009 - 2013



Change Technology

• Shanghai City, China

• Project Manager

  • 2007 - 2009



MVS

• Shanghai City, China

• Solution Engineer

  • 2006 - 2007



LL Trading

• Toronto, Canada Area

• Software Engineer

  • 2005 - 2006