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Alec Fraser personal email
Computational scientist with a background in machine learning based protein design.
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Principal Scientist - Protein Machine LearningRoche Mar 2024 - PresentUsing machine learning tools to design and optimize enzymes critical to diagnostic R&D. -
Computational Scientist IiiGandeeva Therapeutics Feb 2024 - Mar 2024Developing integrated ML solutions to diverse problems in drug discovery, ranging from target identification, protein design and computational chemistry -
Computational Scientist IiGandeeva Therapeutics Feb 2023 - Feb 2024Vancouver, British Columbia, CanadaDeveloping integrated ML solutions to diverse problems in drug discovery, ranging from target identification, protein design and computational chemistry
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Computational ScientistGandeeva Therapeutics Feb 2022 - Feb 2023Vancouver, British Columbia, CanadaDeveloping integrated ML solutions to diverse problems in drug discovery, ranging from target identification, protein design and computational chemistry.
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Phd CandidateThe University Of Texas Medical Branch Sep 2016 - Feb 2022Houston, Texas AreaDeveloped and implemented a new computer vision technique for the characterization of low population states of bacteriophages using cryoEM. Investigated the energetics of promoter recognition by a novel RNA polymerase using deep learning predicted structures, cryoEM, and molecular dynamics. Elucidated the mechanism and energetics of bacteriophage contraction using purpose-built computer modeling, biophysical assays and cryoEM. -
Machine Learning ScientistHca Healthcare May 2019 - Aug 2019Denver, Colorado, United StatesApplied machine learning techniques and performed statistical analyses to study various clinically relevant problems. Detected anomalies in x-ray images using deep learning computer vision techniques. Developed natural language processing algorithms to parse doctors’ notes for the extraction of data. Predicted the likelihood of high-risk cardiovascular events using decision tree classification algorithms. -
Research AssistantUniversity Of Ottawa Jun 2015 - Sep 2015Ottawa, Canada AreaImplemented and refined software to stabilize a quantum cloning experiment. Collaborated in troubleshooting and problem solving within the group, along with providing insight into future potential issues. Planned and installed the experimental setup, along with routine alignment and refinement.
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Research AssistantUniversity Of Ottawa May 2014 - Aug 2014Ottawa, Canada AreaImplemented analytical methods of solving the Schrödinger equation and manipulated the resulting wave function to obtain a characteristic time interval of quantum tunneling. Numerical approximation schemes were developed using MATLAB to illustrate the phenomena and to verify the analytical results.
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ManagerStudent Works Painting Feb 2013 - Sep 2013Ottawa, Canada Area
Alec Fraser Skills
Alec Fraser Education Details
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Molecular Biophysics
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Honours Mathematics And Physics
Frequently Asked Questions about Alec Fraser
What company does Alec Fraser work for?
Alec Fraser works for Roche
What is Alec Fraser's role at the current company?
Alec Fraser's current role is Machine Learning Scientist at Roche.
What is Alec Fraser's email address?
Alec Fraser's email address is al****@****tmb.edu
What schools did Alec Fraser attend?
Alec Fraser attended The University Of Texas Medical Branch At Galveston, Mcgill University, Ecole Polytechnique Fédérale De Lausanne.
What skills is Alec Fraser known for?
Alec Fraser has skills like Mathematics, Computational Biology, Physics, Computational Physics, Software Development, Mathematical Modeling, Electron Microscopy, Theoretical Physics.
Who are Alec Fraser's colleagues?
Alec Fraser's colleagues are Sam Sudin, Samantha Shelby, Linda Soley Finnsdottir, Evaggelos Papadimitriou, Andrés Cardona, Jenna Bailey, Vera Gros.
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