Who is David Knapp? Overview
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Quick answer
David Knapp is listed as Data Scientist at CalmWave, based in Greater Boston, United States. AeroLeads shows a matched LinkedIn profile for David Knapp.
David Knapp previously worked as Data Scientist at Opus Music Group and Quantitative Business Analyst at Assurant. David Knapp holds Master'S Degree, Data Science from Uc Berkeley School Of Information.
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Email format at CalmWave
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CalmWave
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Profile bio
About David Knapp
I'm a data scientist with a passion for problem solving. I specialize in using machine learning and predictive modeling techniques to develop efficient processes and make informed decisions. My 10+ years of experience have given me a wide range of knowledge that allows me to quickly adapt to new situations, solve complex problems and work with multiple stakeholders to come up with creative solutions. I’m always open to learning more and taking on challenges that will better my knowledge of business operations as a whole and continue my career. In my free time I enjoy running, soccer, and guitar.
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David Knapp's current company
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7 roles
David Knapp work experience
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Data Scientist
- Manage data ingestion, transformation, and storage to build out SQL data warehouse, combining music metadata and royalty statements to make a cohesive data model. Increased the size of the database tenfold in first year- Apply advanced time series forecasting techniques in Python to forecast streaming consumption market share by song. Current methods improved upon baseline accuracy by 60%, allowing Opus to more effectively value potential music catalogs- Direct creation and maintenance of automated PowerBI dashboards to efficiently monitor KPI’s for owned and prospective catalogs- Administer Azure resource groups, overseeing $200 monthly spending on Microsoft services
Jul 2023 - Jul 2024
Quantitative Business Analyst
- Develop framework and best practices to allow for expansion of automated forecasting models for business units including Finance, Claims Operations, and Repair and Logistics, currently tracking more than 3,000 forecast components- Created and lead the Machine Learning Champion program by consulting on projects that promote machine learning throughout the global actuarial department leveraging Python and DataBricks- Research and implement new methodologies to improve automation and accuracy of forecasting models
Apr 2022 - Jul 2023
Statistician Ii
- Implemented and maintained time series forecasting models in R to provide insurance demand projections that serve as inputs to the supply chain purchasing plan- Queried large datasets in SQL across multiple systems to feed mobile insurance forecasting models using stored procedures and ETL processes- Performed ad hoc analysis to aid in creation of device protection, upgrade, and trade-in program recommendations for national cellphone carriers- Lead weekly call with team leads to detail forecast results, insights, and initiatives
Mar 2017 - Apr 2022
Statistician
- Coordinated with Data Management and Data Services teams to drive modifications to standard reporting- Assisted in creating presentations of quarterly business reviews to major clients- Served as an official mentor to integrate interns into Assurant
Sep 2014 - Mar 2017
Statistical Intern
- Applied knowledge of R and SAS software to cleanse and manipulate data in large volumes- Created a predictive model to improve company’s forecasting of consumer behavior- Developed automated reports updated quarterly to analyze trends pertinent to the business
Jul 2014 - Sep 2014
Academic Tutor
• Developed strategies designed to increase student’s understanding of math and economics• Used communication skills by collaborating with individual students to create optimal study plans• Prepared review materials for tutees
Jan 2013 - May 2013
3 education records
David Knapp education
Master'S Degree, Data Science
Uc Berkeley School Of Information
Bachelor Of Arts (B.A.), Mathematical Economics
University Of Miami
High School
Phillips Academy Andover
FAQ
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Quick answers generated from the profile data available on this page.
What company does David Knapp work for?
David Knapp works for CalmWave.
What is David Knapp's role at CalmWave?
David Knapp is listed as Data Scientist at CalmWave.
Where is David Knapp based?
David Knapp is based in Greater Boston, United States while working with CalmWave.
What companies has David Knapp worked for?
David Knapp has worked for Calmwave, Opus Music Group, Assurant, and University Of Miami.
How can I contact David Knapp?
You can use AeroLeads to view verified contact signals for David Knapp at CalmWave, including work email, phone, and LinkedIn data when available.
What schools did David Knapp attend?
David Knapp holds Master'S Degree, Data Science from Uc Berkeley School Of Information.
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