Melanie "Bash" Fryman

Developer. Data Analyst. Sociologist.

Skills

Combining my skills as a developer, data analyst, & sociologist, I can provide a unique perspective.

Full Stack

  AngularJS
  Bash
  Express & Hapi
  Java
  Javascript
  MongoDB
  MS SQL Server
  Node.js
  PHP
  PostgreSQL
  Python
  Redis
  SQLAlchemy

 
User Experience / Interface

  Bootstrap
  CSS3
  HTML5
  jQuery
  Less
  Sass

Tools

  Atlassian
  AWS
  Heroku
  git
  GitHub
  Grunt
  Gulp
  JIRA
  NPM
  SPSS
  TravisCI
  Trello
  Yeoman

Data Analysis

From surveys to focus groups, & everything in between. Data analysis expertise includes data visualization, descriptive & inferential statistics, & social network analysis.

Research

Need to find out what your customers want? I've got you covered!

Cultural Context

As a sociologist, I can provide often-needed cultural context for app & product development.

I Am Available for Hire!

Resume

Work Experience

2018 - 2023

Senior Data Application Developer @ Juice Analytics

from Feb 2018 to Oct 2023

Senior Data Application Developer

As a senior data application developer at Juice Analytics, I

  • Performed all the duties of a Data Application Developer as described below
  • Helped customers go from zero to production on Juice Analytic's proprietary platform, Juicebox
  • Mentored and trained new team members
  • Assisted in training external developers on creating apps using Juicebox
  • Assisted in creation of training materials and knowledge base articles as they relate to developing apps on Juicebox
  • Organized and lead group events among my team such as code reviews, post mortems, demo days, and training sessions
  • Identified and advised delivery management regarding best practices and platform improvements that would promote efficient and high-quality application development
  • Worked with the platform development team to prioritize enhancements to the Juicebox platform based on customers' needs and timelines and to identify strategies for making app development more efficient and reliable

→ View website

2016 - 2018

Data Application Developer @ Juice Analytics

from May 2016 to Jan 2018

Data Application Developer

As a data application developer at Juice Analytics, I

  • Helped customers go from zero to production on Juice Analytic's proprietary platform, Juicebox
  • Developed ETL pipelines to ingest customer data, designed database models, wrote data services in Juicebox, and configured the application to meet the customer design specifications
  • Worked with customers to understand their data and technical environment and designed and developed solutions to meet customers' needs
  • Set development timelines and communicated progress to all parties involved
  • Collaborated with Juice team members to overcome development challenges

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2015

Data Analyst @ PatientFocus

from Feb 2015 to Oct 2015

Data Analyst and Developer

As a data analyst and developer at PatientFocus, I

  • Performed complex analyses in an evolving data environment
  • Worked closely with client services and sales teams to identify business information needs
  • Provided ongoing reports
  • Documented and improved existing data ingestion and cleaning processes
  • Developed management tools in the internal administrative application that enabled staff to work independently of the IT team
  • Participated in initial redesign of existing web applications (client, patient, and administrative portals) and environment infrastructure

→ View website

2013 - 2014

Evaluation Specialist @ McREL International

from Oct 2013 to June 2014

Education Program Evaluation

As an evaluation specialist, I conducted external evaluation activities for multiple projects including several initiatives funded by the U.S. Department of Education and the U.S. Department of Labor. In particular, I was involved in projects related to college and career readiness, access, and success and educator preparation and professional development. My responsibilities included designing data collection instruments; collecting, preparing, and analyzing quantitative and qualitative data, including social network data; and developing reports and presentations of evaluation findings. I also specialized in survey design and administration methodology, and digital and gaming culture and learning.

  • Dataset management and analysis
  • Descriptive studies
  • External third-party reviews
  • Experimental and quasi-experimental designs
  • Instrument development and validation
  • Literature reviews and research syntheses
  • Needs assessments
  • Outcome and impact studies
  • Process and implementation studies
  • Qualitative and quantitative methods
  • Social network analysis

→ View website

2011 - 2013

Research & Evaluation Associate @ Edvantia, Inc.

from Aug 2011 to Oct 2013

Education Program Evaluation

Acquired by McREL International on October 1, 2013. See duties as described above.

→ View news release

2010 - 2011

Graduate Assistant, Department of Sociology @ Middle Tennessee State University

from 2010 to 2011

Graduate Assistant, Department of Sociology

Assisted in courses, including class lectures, tutoring students, and grading assignments.

Courses:

  • Introduction to Sociology
  • Data Analysis/Statistics
  • Social Stratification
  • Medical Sociology
  • Social Theory (graduate level)

2010 - 2011

Graduate Student Representative, Department of Sociology @ Middle Tennessee State University

from 2010 to 2011

Graduate Student Representative, Department of Sociology

Served as the liaison between faculty members and students. Organized focus groups for an external program evaluation of the Department of Sociology, designing, implementing, and analyzing a student course preference survey, and creating and maintaining the department undergraduate FaceBook page. Additional duties included setting social media goals, gathering student feedback to understand how they use social media and determine social media content, posting departmental news and events, facilitating sociological discussions, responding to student questions, moderating comments, etc.

2010 - 2011

Graduate Student Representative, Institutional Review Board @ Middle Tennessee State University

from 2010 to 2011

Graduate Student Representative, Institutional Review Board

Served on the committee to review and monitor research involving human subjects.

2008 - 2009

Editorial Aid @ The Review of Religious Research

from 2008 to 2009

Tennessee State University

Provided coediting support for former editor to prepare journal article submissions for publication. Duties included proofreading, revising, and formatting text, bibliographies, tables, and figures.

Education

2014 - 2015

Nashville Software School

from June 2014 to Jan 2015

Nashville, TN

An intensive, full-time six month bootcamp for software engineering and web development. Developed full-stack web and hybrid-mobile applications in a rigorous and fast-paced environment. Designed and implemented multiple solo and group projects. Collaborated with peers utilizing technologies such as git, pair programming, and test-driven development.

→ View website

2009 - 2011

M.A. Sociology

from 2009 to 2011

Middle Tennessee State University, Murfreesboro, TN

Graduated with honors: summa cum laude

Thesis: Massively Multiplayer Online Role-Playing Game (MMORPG) Player Identity: An Application of Identity Control Theory

2006 - 2009

B.S. Sociology

from 2006 to 2009

Tennessee State University, Nashville, TN

Graduated with honors: summa cum laude

Senior Project: A Retrospective Examination of Race Differences in the Onset of Criminal Careers among Incarcerated Men

2005 - 2006

A.S. Social Science

from 2005 to 2006

Thomas Nelson Community College, Hampton, VA

Graduated with honors: summa cum laude

Contact me

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