Dan Roth

Dan Roth Email and Phone Number

Senior Data Scientist | Expert in Data Science & Machine Learning | Innovating with AI for Business Success @ The Greenbrier Companies
lake oswego, oregon, united states
Dan Roth's Location
West Townshend, Vermont, United States, United States
About Dan Roth

With my experience as a Senior Data Scientist, I am equipped with the expertise in developing data strategies, machine learning, algorithms, NLP models, classification models, deep learning, analyzing complex datasets, statistical modeling, data analytics, dashboards, and reporting to deliver key data insights, enhance operations, drive strategic business initiatives. I am driven by a passion for solving complex data problems, implementing best-practice standards, and translating business requirements into scalable technical solutions. I led and streamlined diverse data projects including on market rate predictions, AI monitoring, and anomaly detection models for IoT. I implemented end-to-end machine learning pipelines, NLP models, and accelerated operational excellence with AI-driven solutions. Furthermore, I performed exploratory data analysis and developed advanced statistical models, machine learning strategies, and computational algorithms based on business initiatives to achieve desired results. As a forward-thinking leader, throughout my career, I have consistently delivered results by directing teams in model development & deployment, algorithm implementation, fostering team collaboration, and analyzing the effectiveness of process changes to align with business goals. I always focused on enhancing my technical skills in programming languages, data analysis tools, advanced methodologies, latest trends, frameworks, and technical approaches to achieve strategic results. My in-depth research on emerging trends and technologies in data analysis unique blend of industry expertise, and strategic insights to empower businesses to thrive in a rapidly evolving landscape.I am committed to empowering team members in delivering data-focused solutions and the adoption of best practices to drive continuous improvement, as well as communicating key metrics and findings to the team and leadership. My close attention on building a highly collaborative cross-functional work environment, leveraging relationships, and promoting performance-oriented cultures make me a valuable asset to any organization aiming for operational excellence.

Dan Roth's Current Company Details
The Greenbrier Companies

The Greenbrier Companies

View
Senior Data Scientist | Expert in Data Science & Machine Learning | Innovating with AI for Business Success
lake oswego, oregon, united states
Website:
gbrx.com
Employees:
1274
Dan Roth Work Experience Details
  • The Greenbrier Companies
    Senior Data Scientist
    The Greenbrier Companies Jan 2022 - Present
    Portland, Oregon, United States
    • Led the development of statistical tools using ML techniques and data-driven strategies to boost business performance.• Ran AI techniques, including NLP, deep learning, and transfer learning for image classification, enhancing operational efficiencies.• Leveraged advanced tools to transform data into key business insights, trends, and patterns.• Assisted in analyzing data sources, optimizing data pipelines, and process automation.• Conducted exploratory data analysis with machine learning, data modeling, and dashboards.• Devised experiments and tests to analyze key metrics and KPIs for product improvements.• Developed and applied Bayesian models with random forests, gradient boosting, and ensemble methods to optimize the prediction and performance tracking.• Scoped out project for new revenue & growth streams, executed market basket analysis, predictive analytics, and clustering to meet project goals.• Collaborated with leadership to define real-world data problems, facilitating in resolving big data challenges.• Leveraged statistical tools for data preprocessing, cleaning, manipulation, and analysis, enhancing data integrity.• Managed Cross Functional Teams to align deliverables and build data models, scalable data pipelines, and dashboards.• Collaborated with SMEs and leveraged MDM and Azure AI/ML Studio to ensure data consistency and quality.
  • The Greenbrier Companies
    Senior Quantitative Analyst
    The Greenbrier Companies Oct 2017 - Dec 2021
    Portland, Oregon Area
    ● Analyzed business performance to automate key processes, enhancing business operations.● Prepared logic-driven reports by translating complex data models into business strategies.● Developed and implemented methodologies for data migration while fixing data anomalies.● Established data pipelines and ETL/ELT processes to process large datasets and ensured data quality.● Engineered tools like heat maps for customers to visualize cost drivers, improving data-driven decisions.
  • The Greenbrier Companies
    Senior Data Analyst
    The Greenbrier Companies Jan 2014 - Oct 2017
    Portland, Oregon, United States
    ● Revamped reporting processes through migrating data from Excel/Access to SSMS/SSRS and data transformation.● Designed, built, and optimized ETL processes to ensure consistency across large datasets.● Developed stored procedures and table hierarchies for new tasks, as well as enhanced data infrastructure.
  • Self Employed
    Securities Portfolio Manager
    Self Employed Dec 2011 - Present
    Windham, Vermont, United States
    ● Oversaw options trading portfolios for clients and personal accounts while mitigating risk.● Conducted market research and analyzed business analytics to develop strategies, maximizing portfolio performance.
  • Duke Energy
    Sql Project Analyst
    Duke Energy Jan 2013 - Jan 2014
    Charlotte, North Carolina, United States
    ● Led cross-functional teams to integrate automated electric meters, improving system performance.● Wrote SQL queries to retrieve, transform, and manage data, facilitating business reporting needs.● Created case maps and reconciled data migrations, ensuring seamless and accurate data flow.
  • Family Dollar Stores
    Forecast Analyst
    Family Dollar Stores Jan 2012 - Jan 2013
    Charlotte, North Carolina, United States
    ● Built and executed ad hoc projects with Base SAS & MicroStrategy, optimizing inventory with minimal impact on sales.● Managed system forecasts in SAS, Oracle, and Retek environments, supporting strategic decisions and new opportunities.● Trained buyers on using SQL and SAS tools, optimizing purchase orders, and improving inventory management.
  • Christ Church Episcopal
    Professional Singer
    Christ Church Episcopal Aug 2010 - Aug 2012
    Charlotte, North Carolina, United States
    ● Performed as a lead singer at various services and events.

Dan Roth Education Details

Frequently Asked Questions about Dan Roth

What company does Dan Roth work for?

Dan Roth works for The Greenbrier Companies

What is Dan Roth's role at the current company?

Dan Roth's current role is Senior Data Scientist | Expert in Data Science & Machine Learning | Innovating with AI for Business Success.

What schools did Dan Roth attend?

Dan Roth attended University Of North Carolina At Charlotte, University Of North Carolina At Charlotte.

Who are Dan Roth's colleagues?

Dan Roth's colleagues are Rick Barnes, James Rettig, José De Jesús García Vargas, Shea Thorstad, M.b.a., Eraksin Lauren, Jessica Stefanishion, Roberto López Cortés.

Not the Dan Roth you were looking for?

Free Chrome Extension

Find emails, phones & company data instantly

Find verified emails from LinkedIn profiles
Get direct phone numbers & mobile contacts
Access company data & employee information
Works directly on LinkedIn - no copy/paste needed
Get Chrome Extension - Free

Download 750 million emails and 100 million phone numbers

Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.