Career Profile
Hello! My name is Dan and I am an experienced bioinformatics and data science professional with 6+ years of industrial experience working in data science and computational biology, specializing in analyzing complex biological datasets to drive innovation in biotech and pharma. Skilled in machine learning, statistical modeling, and programming (Python, R, SQL). Proven ability to lead projects, collaborate across disciplines, and deliver insights that advance research and product development. You can download a copy of my CV here.
Experiences
Develop and implement bioinformatics workflows for secondary analysis of Next-Generation Sequencing (NGS) data, including PacBio HiFi, SBB, Illumina, and Nanopore platforms, supporting oncology and microbiome research for internal and external clients. Perform data analysis and create visualizations in Python and R Markdown to evaluate variant calling performance across NGS platforms.
Collaborate with R&D and marketing teams to design and execute experiments, contributing to the creation of marketing collateral.
Develop and deploy automated, data science-driven infrastructure for microbiome research, integrating shotgun metagenomics, 16S, metabolomics, metatranscriptomics, and open-source databases. Conduct biological discovery of novel bacterial and phage probiotic candidates from human and animal gut samples to advance disease treatment and promote healthy development.
Leverage machine learning techniques to analyze microbial signatures from subsurface samples, enabling the identification of reservoir sources and their characteristics. By integrating metagenomic data with advanced algorithms, this approach uncovers patterns in microbial communities that correlate with specific reservoir conditions, such as temperature, pressure, and geochemical profiles. These insights aid in tracing reservoir connectivity, assessing production potential, and optimizing resource management strategies in energy exploration and production. Acquired by Novozymes in March 2021.
Projects
Below are brief summaries of exciting projects I've worked on