Eric Applegate

Eric Applegate Email and Phone Number

Sr. Data Scientist and Engineer @ Allison Transmission
Indianapolis, IN, US
Eric Applegate's Location
Greater Indianapolis, United States, United States
Eric Applegate's Contact Details

Eric Applegate work email

Eric Applegate personal email

About Eric Applegate

I am passionate about learning how/why things work the way they do and then using that knowledge, along with relevant data, to find opportunities for improvement. Some of the questions I've looked at throughout my career include: What are some ways in which CT machines fail and can we use data to proactively address problems? Can we cluster our customers into groups using similarity measures of data elements? What attributes are predictive of student/customer retention and can we use them to predict the likelihood of attrition? I am most interested in data science, statistics, applied operations research (modeling/optimization), programming/coding (Python, R, SQL, etc...), and teaching or helping others. When I'm not at work, I am outside (hiking/walking, gardening), listening to or creating music (piano/organ/choral singing/symphony), making something (Legos, baking), or learning something new (reading, documentaries).

Eric Applegate's Current Company Details
Allison Transmission

Allison Transmission

View
Sr. Data Scientist and Engineer
Indianapolis, IN, US
Employees:
2831
Eric Applegate Work Experience Details
  • Allison Transmission
    Sr. Data Scientist And Engineer
    Allison Transmission
    Indianapolis, In, Us
  • Allison Transmission
    Sr. Data Scientist/Engineer
    Allison Transmission Aug 2022 - Present
    Indianapolis, In, Us
    * Build/maintain/optimize data pipelines in Databricks using workflows, Autoloader, mounts to Azure storage blobs, Spark, SQL, Delta tables, Unity Catalog* Build/maintain Power BI dashboards from Databricks data connections* Assist in identifying, scoping, and starting data science projects* Mentor summer interns and work with Purdue Data Mine students
  • University Of Indianapolis
    Adjunct Instructor
    University Of Indianapolis Aug 2021 - Dec 2023
    Indianapolis, In, Us
    Teaching in-person evening classes twice a week at the UIndy campus.Fall 2023 - Math 425 - Statistical Learning (5-6 students)Spring 2023 - took a break.Fall 2021-Fall 2022 - Math 180 - College Algebra and Trigonometry (25-30 students).
  • Thrivedx (Formerly Hackeru)
    Data Scientist
    Thrivedx (Formerly Hackeru) Jan 2022 - Jul 2022
    Miami, Fl, Us
  • Trimedx
    Data Scientist
    Trimedx Jan 2020 - Dec 2021
    Indianapolis, In, Us
    I collaborate with product management and IT to identify and define value-adding data science projects in order to increase the company's competitive advantage. Project work has included: CT X-ray tube failure prediction (machine learning), customer and device clustering, fuzzy matching with device make/model/descriptions, customer survey satisfaction statistical analysis, and finding similar historical work orders with natural language processing (NLP). I use SQL queries within MS SQL Server, Snowflake, and Looker to explore and pull data. I also use the SPL query language within Splunk to explore and retrieve big data (millions of rows) from logs of connected devices such as CT and MRI scanners. The majority of my analysis work is done with Python in Jupyter Notebooks using pandas, numpy, and sci-kit learn. Some development has also been done in R and RShiny. As part of the IT organization, I work in an agile framework using Kanban to track project progress and continuously improve upon skills and processes.
  • Purdue University
    Graduate Assistant
    Purdue University Aug 2015 - Dec 2019
    I completed coursework and research in the Operations Research (OR) concentration of Purdue's Industrial Engineering graduate program. The primary focus of both my coursework and research with my advisor included simulation optimization, deterministic optimization, real analysis, and probability theory. I coded, tested, and executed simulation optimization algorithms in Matlab and Python on both local computers as well as through parallel computing jobs on Purdue's high performance computing (HPC) clusters. I created academic journal-ready documents with LaTeX. I presented research at conferences including: the Winter Simulation Conference (WSC), the INFORMS Annual Meeting, and the International Conference on Design of Experiments. I was also a Teaching Assistant for IE230, an undergraduate probability theory class with more than 150 students. In this role, I held office hours, created online homework problems in LON-CAPA (using XML, Perl, and LaTeX), proctored and graded exams, and collected ABET certification data for the department.
  • Salesforce
    Customer Intelligence Manager
    Salesforce Apr 2014 - Jul 2015
    San Francisco, California, Us
    I Imported, cleansed, analyzed, and presented data from multiple sources using Excel, R, and Tableau and performed monthly and ad-hoc data analysis projects related to customer attrition. I met with SMEs to understand customer behaviors that lead to attrition and what data could be used to track those behaviors.
  • University Of Indianapolis
    Adjunct Instructor
    University Of Indianapolis Aug 2012 - Dec 2014
    Indianapolis, In, Us
    I was an Adjunct Instructor for MATH 220 - "Introduction to Statistics", which involved teaching evening classes of 26-28 students of varying educational backgrounds. The position involved lecture preparation and delivery, implementing online homework from the textbook publisher platform, and creating/grading exams.
  • Target Enrollment Group
    Enrollment Analyst
    Target Enrollment Group Apr 2012 - Feb 2014
    I used SAS to build marketing, inquiry, application, admission, enrollment, and retention logistic regression models for higher education institutions. I coded SAS programs/macros to improve efficiency in repetitive analyses (data profiling, CHAID segmentation, model variable selection) and used Tableau to build dashboards and reports for clients.
  • Indiana University Purdue University Indianapolis (Iupui)
    Statistical Software Analyst
    Indiana University Purdue University Indianapolis (Iupui) Jul 2010 - Apr 2012
    Installed and helped troubleshoot statistical and mathematical software for students, faculty, and staff. Led workshops/training on how to use SPSS and SAS software. Assisted graduate students with performing statistical analyses and inference of results. Created SPSS and SAS programs to perform analysis of annual campus technology users survey.
  • University Of Illinois At Urbana-Champaign
    Dept Of Statistics Graduate Assistant
    University Of Illinois At Urbana-Champaign Aug 2009 - May 2010
    Champaign, Il, Us
    Assisted students, faculty, staff, and community clients in student statistical consultant role. Graded SAS programming assignments for 40+ students per semester. Held office hours for student questions about SAS programming.
  • State Farm Insurance
    Modeling And Analytics Graduate Network Intern
    State Farm Insurance Aug 2008 - Aug 2009
    Bloomington, Illinois, Us
    Used SAS to explore data related to underwriting and fraudulent agent claims.
  • Caterpillar Logistics Services, Inc.
    Advanced Inventory Analyst
    Caterpillar Logistics Services, Inc. Jun 2006 - Jul 2008
    Morton, Illinois, Us
    Completed a rotational development program in inventory management. Team member on large project to convert from legacy in-house system to SAP system, including a trip to SAP Headquarters in Germany to work alongside code developers.

Eric Applegate Skills

Sas Spss R Analytics Statistics Statistical Modeling Teaching Data Analysis Process Simulation Process Improvement Process Engineering Quality Management Numerical Simulation Promodel Inventory Management Organization Time Management Accompaniment Sas Programming Predictive Modeling

Eric Applegate Education Details

  • Purdue University
    Purdue University
    Industrial Engineering
  • University Of Illinois Urbana-Champaign
    University Of Illinois Urbana-Champaign
    Statistics
  • Bradley University
    Bradley University
    Music

Frequently Asked Questions about Eric Applegate

What company does Eric Applegate work for?

Eric Applegate works for Allison Transmission

What is Eric Applegate's role at the current company?

Eric Applegate's current role is Sr. Data Scientist and Engineer.

What is Eric Applegate's email address?

Eric Applegate's email address is er****@****edx.com

What schools did Eric Applegate attend?

Eric Applegate attended Purdue University, University Of Illinois Urbana-Champaign, Bradley University.

What are some of Eric Applegate's interests?

Eric Applegate has interest in Science And Technology, Education, Arts And Culture, Environment.

What skills is Eric Applegate known for?

Eric Applegate has skills like Sas, Spss, R, Analytics, Statistics, Statistical Modeling, Teaching, Data Analysis, Process Simulation, Process Improvement, Process Engineering, Quality Management.

Who are Eric Applegate's colleagues?

Eric Applegate's colleagues are Simon Burns, Kyoungmee Lee, Adrienne Keys, Mick Roessler, Nancy Boles Dicks, Teresa Lohman, Siva Raja .g.

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