Caitlin Ruble

Caitlin Ruble Email and Phone Number

Data Scientist at EPES Logistics | Machine Learning | ML Engineering | AI Solutions Developer @ Epes Logistics Services, Inc
greensboro, north carolina, united states
Caitlin Ruble's Location
Greater Asheville, United States
Caitlin Ruble's Contact Details

Caitlin Ruble work email

Caitlin Ruble personal email

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About Caitlin Ruble

I’m a data scientist who’s ardent about improving outcomes for people and the planet—but I’m not only a coder. With a chemistry degree from Stanford and 3 years of professional experience in Silicon Valley biochemistry research, I’ve built a track record of asking the right questions and answering them with analytical rigor. During my 6 years of teaching, I honed my skill sets as a highly effective communicator, an excellent relationship manager, and a servant leader. I constantly customize my approach to my audience, which makes me a strategic collaborator and lets me translate my work in data for cross-functional stakeholders and clients of varying backgrounds and levels of technical depth.In my most recent role as the pioneering data scientist at Epes Logistics Services, I've taken multiple AI capabilities from conception through to production, enabling my company to provide automated, accurate rates internally and to external customers. As an IC, I've developed my company's ability to predict the cost of moving truckload freight with an average of 5% greater accuracy compared to a leading industry rate index provider, and I've made those predictions available via API endpoint and user interface. As a skillful teacher and communicator, I've brought users across divisions to greater understanding of Machine Learning, model development, use cases, and measures of success via both broad seminars and intimate conversations.Skills: Python, SQL, Pandas, Scikit-learn, Azure Linux Web Apps, PowerBI, Jupyter, FastAI, Optuna, Tableau,Machine Learning, Computer Vision, Deep Learning, Statistical Analysis, Client Relationship Management, Public Speaking, Written and Verbal Communication, Documentation, Research & Development, Organization, Integrity, Project Ownership

Caitlin Ruble's Current Company Details
Epes Logistics Services, Inc

Epes Logistics Services, Inc

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Data Scientist at EPES Logistics | Machine Learning | ML Engineering | AI Solutions Developer
greensboro, north carolina, united states
Employees:
187
Caitlin Ruble Work Experience Details
  • Epes Logistics Services, Inc
    Data Scientist
    Epes Logistics Services, Inc Dec 2022 - Present
    Pioneering Data Scientist at EPES Logistics focused on building machine learning solutions for logistics pain points. As an IC on an intimate team in a relatively intimate company, I've become a "full-stack" data scientist, responsible for ML development (conception, data sourcing, data wrangling, ML experimentation, ML validation) through to deployment in production environments. As an owner of the systems I've engineered, I monitor them to track performance, find opportunities to improve them, and take initiative on implementing enhancements. Key Achievements:- Developed a truckload freight costing model customized to our company's business--from scratch-- achieving a 5% overall improvement in accuracy compared to the leading industry truckload rate index provider.- Deployed model to Production, where it's capable of serving predictions in both API and UI formats. The deployed Rating Model supports PROD operations in our TMS, in a customer-facing web portal, in an internal web portal used by operations agents, directors, sales, and our contract pricing department.- Developed and deployed a disaster recovery system in Azure to maximize model availability.Key Technologies: - Python, T-SQL/SQL Server, scikit-learn, Azure Database, Azure Web Apps, Azure Front Door, PowerBI, CI/CD, Git, JIRA
  • Springboard
    Data Science Fellow
    Springboard Jan 2022 - Dec 2022
    Key Projects:- Skin Cancer Image Detection- Patient Diagnosis with Machine Learning- Global Solar Analysis Tableau Dashboard- Predicting User Product Adoption--Key Factors
  • Asheville Montessori School
    Lead Teacher
    Asheville Montessori School Jun 2019 - Jun 2022
    Asheville, North Carolina Area
    - Forged and retained long-term relationships with over 100 family clients with excellent customer service and student outcomes.- Delivered data-driven programming for up to 26 students each year, tailoring curriculum to meet the needs of each.- Communicated progress updates to internal and external stakeholders; consistently commended by clients and management for excellence in written and verbal communication.- Led teams of assistant teachers to ensure high quality of the classroom product via education, empowerment, and mentorship. - Created engaging virtual learning content within 1 week of COVID-19 lockdown in March, 2020; continuously improved upon it.
  • Asheville Montessori School
    Administrative Assistant
    Asheville Montessori School Aug 2018 - Jun 2019
    - Created and maintained digital records holding the information for each child at the school using Microsoft Excel. - Updated school website using WordPress to ensure current and accurate information. - Set up, optimized and monitored automated enrollment procedures to import student data directly from web forms.- Received, prioritized and responded to email and phone messages from customers. - Initialized Microsoft Office 365 account and applications on company computers.- Wrote school-wide communications to network of 100+ families.- Automated customized communications using MailMerge with MS Excel, MS Outlook, and MS Word.
  • Asheville Montessori School
    Assistant Teacher
    Asheville Montessori School Jun 2016 - Jun 2019
    - Collaborated and observed to meet the spoken and unspoken support needs of my team and students.- Collected observations of students as data-points used by the lead teacher to direct programming.- Built and managed relationships with students and families based on honesty, communication and warmth.
  • Theranos
    Research Associate In Assay Development
    Theranos Jul 2013 - May 2016
    Palo Alto, Ca
    - Developed chemistry assays for utilization on company's in-house diagnostic tool.- Planned and executed experiments to optimize assay parameters, collecting and analyzing data at each iteration using Excel.- Readily pivoted to learn new skills and strive toward new goals in the rapidly changing start-up environment.Assay DevelopmentQA/QC/DocumentationScale-up/system integration
  • Stanford University
    Course Development Assistant
    Stanford University Sep 2011 - Jun 2013
    Department Of Chemistry
    - Collaborated with professors to design and implement online "Calibrated Peer Review" assignments targeted to develop technical writing skills and elucidate technically challenging concepts for students in introductory Chemistry courses at Stanford University. - Initiated use of defined rubrics to guide students through peer review process, facilitate learning, and standardize the student peer-review experience. - Developed and implemented 9 such assignments, each reaching as many as 250 students each academic quarter.

Caitlin Ruble Education Details

Frequently Asked Questions about Caitlin Ruble

What company does Caitlin Ruble work for?

Caitlin Ruble works for Epes Logistics Services, Inc

What is Caitlin Ruble's role at the current company?

Caitlin Ruble's current role is Data Scientist at EPES Logistics | Machine Learning | ML Engineering | AI Solutions Developer.

What is Caitlin Ruble's email address?

Caitlin Ruble's email address is ca****@****ics.com

What schools did Caitlin Ruble attend?

Caitlin Ruble attended Stanford University, Springboard.

Who are Caitlin Ruble's colleagues?

Caitlin Ruble's colleagues are Briana Coleman, Kim Shirley, John Kilby, Donna Garner, Gary Untied, Cristina Pinon, Zach Fulton.

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