Eric Stanfield

VP of Engineering

Fuquay-Varina, North Carolina

VP of Engineering specializing in AI/LLM systems, cloud architecture, and data-driven engineering leadership. Built production AI systems with 90% automation, operated multi-region AWS infrastructure at 99.99% uptime, and accelerated delivery from months to weeks through DORA metrics. Launched OnSeason.co SaaS platform in 3 months using AI-assisted development.

Eric Stanfield
Clouds: 0/10

About Me

As VP of Engineering with nearly 20 years of experience, I've built a career transforming business challenges into elegant technical solutions across healthcare and automotive industries. My expertise spans full-stack development, cloud architecture, AI/LLM systems, and engineering leadership.


Currently serving as VP of Engineering at Spiffy, I lead a 13-person cross-functional organization supporting mission-critical platforms for 200+ operations employees and growing SaaS business serving 15+ enterprise customers. I've accelerated delivery from months to weeks via DORA metrics, built production AI systems with 90% automation, reduced infrastructure costs by $96k annually through AWS optimization, and recently built and launched OnSeason.co (a SaaS platform built with AI in 3 months). Promoted 4 times in 4 years.


I'm particularly passionate about emerging technologies, having built production AI/LLM systems achieving 90% automation rate, operated multi-region AWS infrastructure with 99.99% uptime, and transformed engineering processes through data-driven decision making (DORA metrics). I've published mobile games and launched SaaS products, combining technical depth with business acumen.


Beyond my professional life, I'm a dedicated parent to two wonderful children and enjoy taking them on trips to explore state and national parks. Our most recent adventure was hiking to the top of Hanging Rock. When I'm not working, I spend quality time with my family and our two dogs. My personal interest in game development using Unity and C# has led me to publish a couple of mobile games, further fueling my passion for creative technology applications.


I'm an avid reader, particularly drawn to books on management, history, and leadership. This continuous learning approach, combined with my hands-on technical experience, allows me to bring both theoretical and practical knowledge to my engineering leadership role.

Years of Experience
20
In technology leadership
Team Leadership
13
Cross-functional team members
Industries
2
Healthcare, Automotive
Focus Areas
AI & AWS
Cloud architecture & automation

Key Achievements

44%

AWS Cost Reduction

Reduced AWS infrastructure costs by 44% through strategic Aurora database migration and server architecture optimizations

90%

AI Automation Rate

Built production AI/LLM systems achieving 90% automation rate on customer support chatbot with privacy-first architecture, saving 20+ hours daily

Months→Weeks

Delivery Speed Improvement

Reduced feature lead time from months to weeks by implementing DORA metrics and adapted Shape Up methodology, while maintaining multiple deployments per day

Technical Skills

Cloud & Infrastructure

AWS EC2/S3/Lambda
RDS/Aurora
VPCs/Security Groups
Docker & CI/CD

Programming & Frameworks

Python
C#
JavaScript/Node.js
Ruby on Rails

Data & AI

PostgreSQL/Aurora
SQL Tuning & Migrations
LLMs & Vector DBs
AI Automation Tools

Methodologies & Leadership

  • S
    Shape Up Methodology
  • A
    Agile Practices
  • D
    DevOps Culture
  • DORA Metrics
  • Cross-Functional Team Leadership

Professional Experience

June 2025 - Present

VP of Engineering

Spiffy — On-Demand Car Care 13-person team

Lead 13-person cross-functional organization (8 software engineers, 5 upfit facility operations) supporting mission-critical platform for 200+ operations employees and growing SaaS business. Previously: Director of Engineering, Engineering Manager, Software Architect (Sept 2021 - June 2025). Promoted 4 times in 4 years.

Team Leadership AWS Architecture AI Automation

• Reduced feature lead time from months to weeks by implementing DORA metrics and adapted Shape Up methodology, while maintaining multiple deployments per day and minutes-level MTTR

• Built production AI/LLM systems achieving 90% automation rate on customer support chatbot with privacy-first architecture (no customer data to LLMs), saving 20+ hours daily; deployed image quality detection system for 200+ field technicians

• Reduced AWS costs by 44% ($96k annual savings) through strategic Aurora database migration and server architecture optimizations

• Improved team health by eliminating burnout: reduced engineer workload from 4-5 concurrent projects to focused single-project work, resulting in measurably happier engineering team

• Operate multi-region AWS infrastructure (US-East-1 + US-West-2) with 99.9% uptime; own compliance program (SOC 2); built and launched OnSeason.co (SaaS platform with AI in 3 months)

June 2015 - April 2022

Enterprise EHR Coordinator (Senior Software Engineer)

CommonSpirit Health Healthcare

Led cross-functional coordination of enterprise healthcare IT projects and managed major annual Cerner EHR upgrades.

Healthcare IT EHR Systems HIPAA Compliance

• Coordinated 10-15 monthly enterprise healthcare IT projects through complex technology roadmaps spanning 6-9 months

• Facilitated cross-organizational discussions with hundreds of stakeholders (clinical staff, platform teams, application teams, technology specialists)

• Provided strategic planning for long-term technology needs in large multi-tier production environment

February 2006 - September 2014

Release Operations Manager (Senior Technology Architect)

Cerner Corporation 11-member team

Managed a team responsible for customer-like UAT validation and SLA adherence for Cerner's ambulatory healthcare platform during the ACA rollout.

Healthcare IT Team Management Release Operations

• Managed an 11-member team (3 software engineers, 8 QA analysts) responsible for customer-like UAT validation and SLA adherence for Cerner's ambulatory healthcare platform during the ACA rollout.

• Enabled rapid client onboarding and supported platform scaling to 20,000+ users by automating software version tracking and streamlining electronic signature release approvals from weeks to days.

• Collaborated with internal business units and communication teams to prepare customer-facing release documentation, ensuring smooth transitions and clear communication.

Key Projects

AWS Infrastructure

AWS Infrastructure Optimization

Redesigned cloud architecture to improve performance and reduce costs while maintaining system reliability and scalability.

50% DB Cost Reduction
100% Uptime Improvement
AWS EC2 RDS Aurora
AI Integration Platform

AI-Powered Automation System

Developed an AI-driven automation solution for data entry and customer support, significantly reducing manual work.

20+ Hours Saved Daily
~30 Support Chats Daily
OpenAI LLMs Chatbots Python
DevOps Pipeline

Shape Up Methodology Implementation

Introduced and implemented the Shape Up product development methodology, dramatically improving delivery cycles.

Months ➝ Weeks Delivery
DORA Metrics Tracking
Shape Up Agile DevOps DORA
Database Performance

Database Performance Tuning

Optimized PostgreSQL database performance resulting in significant cost savings and improved system responsiveness for end users.

50% Cost Reduction
60% Query Speed Improvement
PostgreSQL Aurora SQL Optimization
Mobile Game Development

Mobile Game Development

Contributed to the development and publishing of multiple mobile games using Unity and C#. Implemented game mechanics, user interfaces, and platform-specific optimizations.

Unity C# Mobile Development
Compliance System

Compliance System Implementation

Led the implementation of compliance and security frameworks, ensuring regulatory requirements were met while maintaining operational efficiency.

Security Compliance Risk Management

Get In Touch

Location

Fuquay-Varina, North Carolina, United States

Email

eric@ericstanfield.com

Employment

Spiffy — On-Demand Car Care