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• Ability to deliver on complex projects spanning computational biology and ML/AI reflected in publication record in both academia and industry: https://goo.gl/G2Cnb9• Demonstrated ability to learn new algorithms and technologies and their underpinnings quickly. • Track record communicating research results clearly to a broad audience through presentations, teaching, and writing.
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Associate Director Of Computational Biology And Ml/AiAlector Nov 2023 - PresentSouth San Francisco, California, Us• Developed a strategic vision for the computational biology and ML/AI to impact the interface to functional genomics, antibody discovery, and biology.• Co-managed budget with wet lab directors to initiate projects involving large scale data generation and complex computational strategies. • Designed and contributed to research projects that have both internal and external impact.• Managed a team with skills spanning ML/AI, human genetics, and computational biology to contribute to advancing a neuro-immunology focused research pipeline. -
Principal Scientist (Lab/Group Head)Genentech Jul 2017 - Nov 2023South San Francisco, California, Us• Contributed substantively to the data packages of targets that advanced into the pipeline.• Developed novel predictive biomarkers of immune-oncology drug safety and efficacy.• Led a small team conducting research at the intersection of single cell technologies, machine learning, and human genetics. -
Assistant ProfessorUniversity Of Maryland Dec 2013 - Jul 2017College Park, Md, Us• Advised students engaged in research at the intersection of computer science and biology.• Created graduate course integrating topics in computational genomics and machine learning. • Won, as co-PI, a $1 million early investigator grant from the Human Frontier Science Program. -
Postdoctoral Research FellowUniversity Of Chicago Sep 2011 - Nov 2013Chicago, Il, Us• Developed and applied a large scale statistical framework in C++ and R for analyzing the quantitative effects of genetic variation on gene expression, protein translation, and protein abundance in human. • Supervised a wet lab technician and coordinated efforts to collect biological data. • Presented results at major academic conferences. • Work resulted in two publications in Science. • Won an NIH NRSA F32 Fellowship to support salary. -
Research AssistantPrinceton University Sep 2006 - Aug 2011Princeton, Nj, Us• Conducted research in a highly interdisciplinary environment that included researchers in both computer science and biology at the Lewis-Sigler Institute for Integrative Genomics.• Developed algorithms and analysis tools using C++, Qt, OpenGL, and R for automated segmentation in 3D volumetric imaging data. • Developed fast algorithms based on space partitioning data structures for the analysis of large quantitative proteomics data sets. Implemented algorithms using C++ and R. • Developed space-efficient algorithms for high-throughput DNA sequencing data analysis based on sparse suffix arrays. Developed working implementation in C++.• Published results in major academic journals. Presented results at international conferences. -
Algorithms DeveloperSarnoff Corporation May 2005 - Sep 2006Us• Developed a machine learning module in C++ as part of a large computer vision system for tracking targets across surveillance cameras. • Deployed and demonstrated integrated module to project sponsors. -
Research Scientist 1Georgia Tech Jul 2002 - Apr 2005Atlanta, Georgia , Us• Developed new computer vision algorithms based on Bayesian methods and Markov chain Monte Carlo (MCMC) to track targets using stationary cameras. • Published results in top journals in field, presented work at major academic conferences. • Work resulted in a publication that now has over 1000 citations. • Prototyped algorithms using Ocaml and C++.
Zia Khan Skills
Zia Khan Education Details
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Princeton UniversityComputer Science -
Carnegie Mellon UniversityBiological Sciences -
Carnegie Mellon UniversityComputer Science
Frequently Asked Questions about Zia Khan
What company does Zia Khan work for?
Zia Khan works for Alector
What is Zia Khan's role at the current company?
Zia Khan's current role is Associate Director of Computational Biology and ML/AI.
What is Zia Khan's email address?
Zia Khan's email address is zk****@****ton.edu
What is Zia Khan's direct phone number?
Zia Khan's direct phone number is (301) 405*****
What schools did Zia Khan attend?
Zia Khan attended Princeton University, Carnegie Mellon University, Carnegie Mellon University.
What skills is Zia Khan known for?
Zia Khan has skills like Algorithms, C++, Computer Science, C, Machine Learning, Data Analysis, Research, Python, R, Bioinformatics, Statics, Quantitative Genetics.
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