Janet Allbee

About Janet Allbee

Blending rich business acumen, leadership skills, and technical expertise with a proven track record of guiding complex AI/ML technical projects from requirements-gathering to enterprise-wide implementationPartner with clinical and business subject matter experts to solve business questions, scope project parameters, and develop requirements for diverse Data Science/AI projects. Document all levels of data science projects, from project scope and business and technical requirements through model technical specifications and implementation of models on an ML operations stack for production. Manage analytics projects and vendors to provide successful implementation of multiple AI models and end-stage project implementation, data collection interfaces, data warehouses, reporting systems, and analysis solutions on a project, program, or enterprise-wide level. Provide reporting translating complex data to meaningful business insights for non-technical audiences as a developer, analyst, or manager.Core competencies include: Business Analysis| Executive Communication | Training and Mentorship | Project Management | Vendor Management | Business Analytics, Statistics, and Data ScienceRequirements Gathering | Project Documentation | Audit Preparation | Compliance for Legal Review Data Science | Business Rules | Data Quality Assurance | Business Process Management Needs Analysis | Team Leadership | Vendor Management | Data Dictionary Development TECHNICAL SKILLSProgramming Languages: Microsoft SQL, Netezza SQL (Alteryx), Python (Jupyter), R (R Studio), GitLabSoftware Packages: Microsoft Power BI, Microsoft Excel, Microsoft Office Professional, Microsoft Visio, Google Drive/DocumentsAnalytical Techniques: Linear / Logistic Regression, CART (Classification and Regression Trees), Neural Networks, K-Means Clustering, Text Mining, Design of Experiments (pre/post and matched test/control)

Experience

1. Senior Business Analyst

   DaVita Kidney Care

   Oct 2019 — Present · Denver, CO, US

   Appointed to liaise with business stakeholders; determine project requirements and scope; develop data definitions; document modeling technical requirements; and maintain ongoing relationships with technical team. • Learn complex business processes to replicate needed requirements for successful product build• Facilitate successful launch of model implementations by maintaining business stakeholder and data science team relationships• Remove blockers and escalate issues in a timely manner to meet deadlinesPortfolio includes:• Dosing optimization model for Peritoneal Dialysis incorporating custom intellectual property with potential product monetization in addition to improving patient care • Dosing recommendation for Mineral Bone Disease treatment. Pilot concluded and results under evaluation• Risk model identifying patients most likely to leave dialysis treatment. Model scheduled for enterprise release• Model identifying patients at highest risk of hospitalization for management of patient care. Model released to the enterprise• Recruitment technology improvement model to shorten recruitment time for healthcare staff. Successfully released to the enterprise• Scheduling optimization tool for enterprise-wide software rollout in productionPortfolio responsibilities include:• Networking across the enterprise to find information, subject matter experts, and data for projects• Following agile/scrum project management to manage technical progress • Assigning issues to technical team in GitLab (used as principal agile PM tool) • Partnering with Project Manager to ensure scope, scheduling and budget constraints are met • Maintaining executive-level stakeholder communication to answer questions, gain approvals, and smooth issues as needed Internal Team Management responsibilities:• Creation of business and technical project documentation systems• Training and mentorship of other BAs• Communications with management team regarding possible issues

Education

• University of Denver

  Master of Arts (M.A.), Mass Communication (Public Relations emphasis), 1999

  1995 — 1999

• University of Colorado Boulder

  Bachelor of Arts (B.A.), Molecular, Cellular, and Developmental Biology (MCDB)

  1987 — 1991

Skills

• Analytics
• Statistical Modeling
• Databases
• Business Case Production
• Analytical Skills
• Multivariate Statistics
• Business Process Analysis
• Visio
• Data Dictionary
• Market Research
• Microsoft Access
• R Programming
• Team Leadership
• Data Analytics
• Training
• Data Documentation
• Data Quality Assurance
• Microsoft Excel
• Statistical Data Analysis
• System Implementation
• Data Quality Control
• Reporting
• Data Cleaning
• Writing
• Spss
• Business Requirements
• Data Management
• Quantitative Analytics
• Reporting System Design
• Online Research
• Project Management
• Microsoft Visio
• Microsoft Office
• Sas
• Business Rules Management
• Analysis
• Data Science
• Reporting Systems
• Business Intelligence
• Marketing Communications Planning