Huimin Lyu
Orange,CT
Summary
Data Scientist with 10-year professional and academic experiences in data analysis, machine learning, and statistical modeling. Demonstrated proficiency in Python and SQL, leveraging data visualization tools to communicate insights effectively.
Overview
13
13
years of professional experience
Work History
Bioinformatics Scientist
Boehringer Ingelheim
10.2021 - 10.2024
- Conducted large-scale data analyses of RNAseq data. Identified disease subtypes by NMF clustering and elucidated the genes and pathways underlying the disease phenotype using R.
- Established a disease single-cell RNA Atlas with a billion-scale gene expression matrix and a million-scale feature matrix.
- Created comprehensive visualizations to communicate complex biological insights to cross-functional teams.
- Adapted and integrated new bioinformatics tools, enhancing data processing pipelines in R and Python.
Data Analytics Manager
ICIS (Independent Commodity Intelligence Services)
07.2011 - 10.2015
- Led a team to collect and analyze petrochemical market data, to create comprehensive market reports for clients.
- Trained sales teams on products and client interests
- Collaborated with marketing to launch new products.
Education
Master of Science in Computer Science -
Georgia Institute of Technology
12.2020
Master of Engineering in Bioinformatics and Biostatistics -
Shanghai Jiao Tong University, China
05.2011
Bachelor of Science in Bioinformatics and Biostatistics -
Shanghai Jiao Tong University, China
05.2009
Skills
- Python (Pandas, Numpy, Matplotlib, Pytorch)
- R
- Bash
- SQL
- Tableau
- Machine Learning
- NLP
- HTML
- CSS
- JavaScript
- Nodejs
- Reactjs
- Git
- Slurm
- Jira
Timeline
Bioinformatics Scientist
Boehringer Ingelheim
10.2021 - 10.2024
Data Analytics Manager
ICIS (Independent Commodity Intelligence Services)
07.2011 - 10.2015
Master of Science in Computer Science -
Georgia Institute of Technology
Master of Engineering in Bioinformatics and Biostatistics -
Shanghai Jiao Tong University, China
Bachelor of Science in Bioinformatics and Biostatistics -
Shanghai Jiao Tong University, China
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