Data's Role in Pricing: Finding the Sweet Spot
Explore the untapped power of your data. This talk goes beyond row counts to reveal the overlooked variables that could transform your actuarial work. Dive into innovative tools like unsupervised learning and synthetic datasets, all while keeping actuarial expertise front and center. Come ready to rethink and fully leverage your data for the future of insurance.
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Data's Role in Pricing: Finding the Sweet Spot
Explore the untapped power of your data. This talk goes beyond row counts to reveal the overlooked variables that could transform your actuarial work. Dive into innovative tools like unsupervised learning and synthetic datasets, all while keeping actuarial expertise front and center. Come ready to rethink and fully leverage your data for the future of insurance.
Learn more about the speakers
Max Martinelli
Max Martinelli joined Akur8 as an Actuarial Data Scientist in 2023. He works with clients to ensure they get the most out of Akur8's transparent machine learning software. This ranges from actuarial modeling advice to collaborating on how an insurer can get the most out of their data. Before this, Max worked in various actuarial and data science roles at Allstate for nearly 8 years. He has worked on auto, property and specialty lines with a broad scope of projects. These ranged from traditional actuarial indications to price optimization to cutting-edge high-fidelity telematics models. His work spanned from production grade models to rapid research models to further Allstate's pricing sophistication with extensive use of GLMs, GLMnets, GBMs and Bayesian GLMs.
