Welcome, I'm Maeva.

I am a Data Science Fellow at Insight Data Sicence with a background in microbiology and bioinformatics. I am excited to work at the intersection of data science and the life sciences and leverage my experience in machine learning, data visualization and the analysis of complex biological datasets to solve real-world problems in the biotechnology field.

During my PhD in Alfred Spormann's lab at Stanford University, my research focused on the metabolism of slow-growing microorganisms, in order to better understand how deep-subsurface microorganisms can live for hundreds to thousands of years. During this time, I gained experience with different kind of biological datasets (sequencing, proteomics, flow cytometry) and analysis skills.

I love building useful products and visualizations that help users understand and derive insights from their data. Have a look at some of my projects below.

Before joining the Spormann lab, I graduated from the Ecole Centrale Paris, one of the top French Engineering School, in 2012, and obtained a M.S. in Environmental Engineering from Stanford University in 2013.

Selected Publications

See more on my Google Scholar profile.

Projects

SweetTweet.me

sweettweet

SweetTweet is a predictive tool that helps diabetic people wearing a continous glucose monitor prevent hypolgycemic events.

sweettweet.me - Github

Predicting readmision to the ER within 48h of discharge with EHR data

EHR_RNN

Train and compare the accuracy of dense neural networks, recurrent neural networks and traditional classifiers on this task.

Poster - Write up - Github

Predicting bacterial growth rate from functional genes

growth_rate_pca

Use the presence of functional genes to estimate how fast a microorganism grows.

Poster - Write up - Github

Visualizing the link between operon structure and sequence similarity for different classes of enzymes

operon_heatmap

Investigate the link between the operon structure and sequence similarity of formate dehydrogenases and methylenetetrahydrofolate reductases.

Github

Interactive map of California

california_map

Switch between population density or ethnicity at different administrative level based on zoom.

Live map - Github

Step-by-step tutorial to build an interactive map

interactive_map

Follow this tutorial to build your own interactive map with MapBox GL.

Github

© Maeva Fincker, 2019