Paul Hegedus Email and Phone Number
With over 9 years of experience in data science and statistics, I've cultivated a strong work ethic and a capacity for quickly acclimating to new industries. I've cultivated a skill set encompassing quantitative research, experimental design, and proficiency in Python, R, and SQL. Grounded in quantitative research, my career is driven by a passion for leveraging machine learning to derive insights from geospatial data and optimizing data pipelines for efficiency gains.In my current role, I use AI and Natural Language Processing to develop impactful data products for the insurance sector. My doctoral research focused on developing a predictive modeling algorithm using extensive farm-generated big data to balance profitability with ecological concerns.Communication is at the heart of my approach, with extensive experience distilling complex concepts for diverse audiences. Additionally, I've cultivated expertise in data visualization and crafting user-friendly web-based dashboards to facilitate understanding and decision-making.
Solera Holdings, Llc.
View- Website:
- solerainc.com
- Employees:
- 3841
-
Senior Data ScientistSolera Holdings, Llc.New York, Ny, Us -
Data Scientist IiiSolera, Inc. Sep 2022 - Present -
Data ScientistMontana State University-Bozeman Jan 2015 - Dec 2023Bozeman, Montana, United StatesPromotions: Hired as a data scientist in an Undergraduate Research Assistant role in January ‘15, promoted to Graduate Research Assistant in January ‘18, promoted to professional Research Associate in May ‘19, promoted to a Post Doc in May ‘22.Data Warehousing: Developed and managed a big-data infrastructure framework using scripting languages and GIS tools, generating 1.5+ TB of spatial and time-series data.ETL Workflows: Wrote APIs for the automation of data pipelines that performed data management, data transformation, dataset formatting, and exploratory data analysis, increasing data preparation efficiency by 300%. Modeling, Optimization & Deployment: Engineered and deployed predictive models using machine learning and AI that optimized chemical agricultural inputs based on the tradeoff between economics and the environment, yielding an average increase in farmer ROI of $30,000 per year and a decrease in pollution of 50%.Communications/Presentations: Interpreted results and translated modeling insights into actionable management recommendations; leading to over 35 presentations to external stakeholders at national and international conferences, over 50 presentations to internal stakeholders, 10 published journal articles and drafts, and earning 5 grants totaling $202,500. -
Field Trial SupervisorUniversity Of Illinois Urbana-Champaign Jan 2021 - Nov 2023Urbana, Illinois, United StatesCross-Functional Collaboration: Worked extensively with Computer Science and Agronomy departments at multiple universities to concurrently design, distribute, and manage experiments for the OFPE and DIFM projects across 18 states and 5 countries, resulting in 255 successful field trials that supported research at 10 universities.Communication: Establish and maintain external communications with farmers and internal communications with collaborators to collect data and provide accessibility and security for thousands of data files per year to a global consortium of researchers, having an impact on global advances in data driven decision-making and adaptive management in the agricultural industry. Dashboard Development: Aid in the launch of web-based software and applications using Python and R-Shiny that create tools for precision agriculture management, with the goal of 100+ annual users observing increases in farm value.
Paul Hegedus Education Details
Frequently Asked Questions about Paul Hegedus
What company does Paul Hegedus work for?
Paul Hegedus works for Solera Holdings, Llc.
What is Paul Hegedus's role at the current company?
Paul Hegedus's current role is Senior Data Scientist.
What schools did Paul Hegedus attend?
Paul Hegedus attended Montana State University-Bozeman, Montana State University-Bozeman, Montana State University-Bozeman.
Who are Paul Hegedus's colleagues?
Paul Hegedus's colleagues are Jose Miguel Mulero Noriega, Timothy Miller, Tariq Javed, Mba, Jehosua Joya, Moluguri Sriteja, Devesh Sharma, Marisa Díaz Jaramillo.
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Paul Hegedus
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Paul Hegedus
Dedicated Real Estate Professional Focused On Educating And Empowering My Clients.Southfield, Mi3valic.com, citizensbank.com, prudential.com -
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