Christopher Burke work email
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Christopher Burke personal email
I am a data scientist with 5 years of experience building core products using a combination of statistics, machine learning, and domain-specific knowledge. Combining deep mathematical understanding with high-level practical experience. Self-motivated and curious, always seeking data-driven solutions to challenging problems.
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Senior Data Scientist - Ai ModelerFiscalnote Jan 2024 - PresentWashington, District Of Columbia, Us -
Senior Data Scientist, Risk ModelingAt-Bay Dec 2022 - Sep 2023San Francisco, Ca, Us- Developed in-house cyber catastrophe model, including ownership of the insured loss calculation implementation in Python and SQL.- Used statistical methods to develop model components from claims data and customer security scans.- Quantified the impact of Active CAT Management (ACM), i.e. the ability to actively work with insureds to limit claims aggregation as an event unfolds. -
Principal ScientistKaren Clark & Company Nov 2018 - Nov 2022Boston, Massachusetts, UsBuilt catastrophe models to quantify risk due to natural disasters including wildfires, tornadoes, hail, floods, and extratropical cyclones.- Used a combination of machine learning, statistical, and physical simulation methods to build catastrophe model components based on a combination of insurer claims data and geospatial/weather data.- Developed and deployed to production Live Events to give customers up-to-date storm impacts, including the use of unsupervised clustering algorithm (DBSCAN) to track individual hail storms in radar data.- Optimized simulation code and employed HPC tools to simulate tens of thousands of years' worth of extreme weather events using AWS.- Lead effort to document simulation code in compliance with government regulations. Successfully passed code audit by the Florida Commission on Hurricane Loss Projection Methodology. -
Postdoctoral ResearcherUniversity Of Massachusetts Amherst Sep 2016 - Oct 2018Amherst, Massachusetts, Us- Developed methodology for computationally reconstructing and analyzing the polymer nanostructures from high-resolution images, employing signal processing and graph machine learning techniques.- Invented and implemented a novel physics algorithm for simulating block copolymers with orientational interactions. -
Graduate Research AssistantTufts University Sep 2011 - Aug 2016Medford, Massachusetts, Us- Developed simulations and analysis tools to study packings of spherical particles confined to curved surfaces.- Performed numerical optimization to identify molecular configurations which optimize non-linear optical properties via Hessian analysis.- Employed graph Laplacian analysis to study the rigidity of sphere packings.- Mentored undergraduate students working on original research projects.- Developed and co-taught a computational physics course based on expert practices.
Christopher Burke Skills
Christopher Burke Education Details
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Tufts UniversitySoft Matter Physics -
Lehigh UniversityPhysics
Frequently Asked Questions about Christopher Burke
What company does Christopher Burke work for?
Christopher Burke works for Fiscalnote
What is Christopher Burke's role at the current company?
Christopher Burke's current role is Data Science - AI.
What is Christopher Burke's email address?
Christopher Burke's email address is ch****@****fts.edu
What schools did Christopher Burke attend?
Christopher Burke attended Tufts University, Lehigh University.
What skills is Christopher Burke known for?
Christopher Burke has skills like Physics, Mathematica, Simulations, Computational Physics, Soft Matter, C, Python, Langevin Dynamics, Monte Carlo Simulation, Nonlinear Optics, Research, Mathematical Modeling.
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