Pankaj Daga
Principal Scientist at Neuron23- Claim this Profile
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Experience
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Neuron23
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United States
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Biotechnology Research
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1 - 100 Employee
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Principal Scientist
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Jun 2023 - Present
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Simulations Plus, Inc.
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United States
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Software Development
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1 - 100 Employee
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Principal Scientist
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Nov 2021 - Jun 2023
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Senior Scientist II
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Jan 2018 - Nov 2021
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Senior Scientist
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Jan 2016 - Jan 2018
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Novartis Institutes for BioMedical Research
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United States
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Pharmaceutical Manufacturing
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700 & Above Employee
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Presidential PostDoctoral Fellow
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Jul 2012 - Jan 2016
* Built predictive QSPR models using machine learning methods (ANN, PLS and RF) for rat liver microsomal intrinsic clearance, and caco2 permeability. Modes were built using R and PYTHON * Developed novel “rational bioavailability design” approach using global sensitivity analysis of PBPK simulations using R to identify physicochemical parameters driving bioavailability during lead optimization * Devised a workflow for multi-parameter optimization (MPO) in design of biologically active molecules with good pharmacokinetic properties * Supported ongoing projects by predicting rat bioavailability of newly designed molecules using PBPK simulations, prioritizing compounds for animal studies Show less
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Astraea Therapeutics
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Pharmaceutical Manufacturing
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1 - 100 Employee
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Post Doctoral Fellow
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May 2010 - Jun 2012
# Identified novel Nociceptin Receptor (GPCR) modulators (submicromolar activity) by hybrid structure-based (homology model) and ligand-based virtual screening # Contributed to iterative efforts of lead optimization for opioid receptor modulators (micromolar to nanomolar; non-selective to selective) in collaboration with medicinal chemists # Proposed differential binding modes for Nociceptin receptor agonists and antagonists & designed analogs to successfully validate the hypothesis # Carried out computational alanine scanning of binding site residues of Nociceptin receptor and prioritized in vitro mutation experiment for validation Show less
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University of Mississippi
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United States
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Higher Education
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700 & Above Employee
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Graduate Research Assistant
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Aug 2005 - May 2010
# Elucidated the mechanism of resistance development by HBV DNA Polymerase against known inhibitors using comparative protein model # Predicted architectural & conformational changes in active site of homology model of Protoporphyrinogen Oxidase using MD simulations; experimentally confirmed by team of biochemists in USDA. # Designed & tested semisynthetic derivatives of latrunculin to comprehend protein-ligand interactions, using molecular docking, molecular dynamics simulations and binding energy calculations Show less
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Dr. Reddy's Laboratories
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India
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Pharmaceutical Manufacturing
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700 & Above Employee
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Research Associate
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Feb 2003 - Jul 2005
$ Virtual screening in search of novel leads with submicromolar affinity against raf-kinase, c-Src kinase using protein homology models $ Suggested modifications in existing COX-2 inhibitors to improve binding affinity $ QSAR, QSPR, ADME prediction of drug-like molecules $ Virtual screening in search of novel leads with submicromolar affinity against raf-kinase, c-Src kinase using protein homology models $ Suggested modifications in existing COX-2 inhibitors to improve binding affinity $ QSAR, QSPR, ADME prediction of drug-like molecules
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Education
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University of Mississippi
Doctor of Philosophy (Ph.D.), Computational & Medicinal Chemistry -
National Institute of Pharmaceutical Education and Research
M. S., Pharmacy -
Savitribai Phule Pune University
B. Pharmacy, Pharmacy