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Current Position:
Assistant Professor
Department of Chemical Engineering
West Virginia University |
David is currently a tenure-track assistant professor at West
Virginia University. He worked for about 5 years in
Foster City, CA. at Entelos, a systems biology company that delivers
in silico solutions to the life science industry. He will be
building on his experience at Entelos building models of diseases
to start a biological modeling group at WVU in January. At Northwestern,
David worked with Professor Harold Kung for his MS degree and
then received his PhD degree under the guidance of Professor
Linda Broadbelt. While a graduate student, David participated
in an industrial internship at ExxonMobil. Prior to joining Entelos,
David was a substitute teacher in the Wilmette School district
and a post-doc at Sandia National Laboratory in Livermore, CA.
He received a BS degree in chemical engineering from Virginia
Tech.
At Entelos, David was involved in developing large-scale mathematical
models of human pathophysiology. Together, biosystems engineers
and life scientists extract information from the scientific literature
to define, calibrate, and validate these large-scale models in
Entelos' proprietary modeling platform. At a fundamental level,
the work that he did at Entelos is very similar to the work that
he did for his PhD. Specifically, he read through the scientific
literature to understand physical phenomena, selected an appropriate
mathematical framework that represents that phenomena, calibrated
the mathematical framework to the available data, and understood
the implications of the assumptions inherent in a particular
mathematical construct or uncertainty in the available data.
The models are used to evaluate new and existing therapeutics
for efficacy, simulate potential dosage strategies, and determine
potential surrogate markers for identifying patient subpopulations.
The major difference between David's work at Entelos and his
graduate work is the topic area. His graduate work focused on
heterogeneous catalysis related to the petrochemical industry
while his work at Entelos focused on immunology, lung physiology,
and human metabolism. While he believes he still has much to
learn, collaborating with life scientists has provided the guidance
for developing expertise in those biological subjects.
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