Jason Summers

Technical Systems & Diagnostic Analyst

Finksburg, MD 21048

hello@jasonwsummers.com

I bring 20+ years of experience diagnosing complex automotive systems and leading technicians in a high-volume, Fortune 100 environment. As a State Inspection Technician and cross-trained Technician Production Manager at CarMax, I've led a team of 18, made repair and cost decisions, and collaborated across departments to balance safety, quality, and cycle time.

I'm currently part of a company-wide stretch assignment focused on analyzing labor line usage: identifying overlapping and misapplied labors, researching trends, and presenting findings to senior leadership to support a major cost-reduction and process-clarity initiative.

Alongside this, I've spent several years learning modern development and data tools (React, TypeScript, SQL, Node.js) and building internal-style dashboards and utilities that support analysis. I'm targeting roles such as Technical Systems Analyst, Diagnostic / Connected Vehicle Analyst, or Operations Analyst, where deep diagnostics, systems thinking, and data-informed decision making are central to the work.

Experience

State Inspection Technician & Technician Production Manager (Cross-Trained)

CarMax — March 2007 – Present

  • Lead and support a team of up to 18 technicians in a high-volume reconditioning operation, allocating work, monitoring progress, and aligning output with production targets and safety standards.
  • Perform advanced diagnostics on electrical, drivability, network, and systems-level issues, focusing on root cause analysis and long-term reliability rather than quick fixes.
  • Provide business approvals for repairs and parts usage, balancing cost, risk, warranty impact, and customer experience in a Fortune 100 environment.
  • Collaborate daily with multiple departments (Sales, Service, Parts, Management) to resolve complex cases and remove operational bottlenecks.
  • Train new associates and leaders on internal systems, shop workflows, and standard operating procedures to improve consistency and ramp-up speed.

Special Assignment — Labor Line & Operations Analysis

CarMax (Company-wide initiative) — 2025 – Present

  • Analyze repair labor line usage to identify overlapping, misapplied, or unclear labors that impact accuracy of billing, reporting, and policy compliance.
  • Research patterns across data sets, validate findings with subject-matter experts, and document edge cases and exceptions.
  • Summarize insights into clear recommendations and present findings to senior leaders as part of a broad cost-reduction and process-clarity initiative.
  • Partner with stakeholders to suggest clearer labor definitions and structures that support better reporting and decision making.

Technical Tools & Internal-Style Apps (Self-Directed)

Personal Projects & Prototypes — 2018 – Present

  • Design and build dashboards and utilities (e.g. technician labor trackers, asset trackers, efficiency dashboards) to visualize workload, asset status, and operational trends.
  • Use modern tools (React, Next.js, TypeScript, SQL/PostgreSQL, Node.js) to prototype internal-style systems that support decision making rather than marketing or client-facing design.
  • Experiment with AI-assisted analysis and automation (e.g. VerifAI, AutoMate) to help classify content, forecast maintenance, or organize operational data.

Education

Carroll Community College

A.S. Computer Science (In Progress) — February 2022 – Present

GPA: 4.0

Coursera — Google Cybersecurity Professional Certificate

Cybersecurity Certificate Program — July 2023 – December 2023

FreeCodeCamp

Responsive Web Development & Programming — October 2016 – December 2021

Anne Arundel Community College

Computer Science — August 2016 – May 2018

GPA: 3.8

Skills

Diagnostics & Operations

Systems diagnostics, root cause analysis, electrical and drivability troubleshooting, repair decision-making, labor usage review, operations & workflow optimization, cross-functional collaboration, technical training and documentation.

Analysis & Data Tools

Data querying and reporting (SQL/PostgreSQL), trend analysis, dashboard and KPI visualization, Excel/Sheets, basic Python, exploratory analysis, translating operational questions into structured data problems.

Technical Platforms & Development

React, Next.js, TypeScript, JavaScript, Node.js, Express, REST APIs, Prisma, Firebase, PostgreSQL, Git/GitHub, basic ArcGIS integration, Netlify, Vercel, responsive UI with Tailwind and CSS.

Certifications

  • CompTIA Security+
  • Google Cybersecurity Professional Certificate
  • FreeCodeCamp — Responsive Web Development
  • TryHackMe — Pre Security, Introduction to Cybersecurity, SOC Level 1, Cyber Defense

Selected Systems & Analysis Projects

AutoMate — Vehicle Maintenance Tracker

AutoMate web application

A system that consolidates vehicle service history and upcoming maintenance into a clear, timeline-based view, helping users see what has been done, what is due, and how their decisions affect long-term reliability.

TechMetrix — Technician Efficiency Dashboard

TechMetrix dashboard

A dashboard concept to visualize repair orders, workload, and efficiency for an automotive team, helping leaders see patterns in throughput, rework, and team performance.

Labor Tracker — RO & Commission Tool

Labor Tracker web application

A tool for technicians to log repair orders, track hours and flagged labor, and review weekly totals to better understand efficiency and payout patterns.

T.R.E.D. — Tire Replacement Evaluation

T.R.E.D. web application

A decision-support tool that encodes tire size rules into a quick check, reducing fitment errors and policy violations by turning guidelines into a consistent workflow.

Smart Asset Tracker

Smart Asset Tracker

A prototype for tracking company assets, status, and locations, combining a structured asset registry with mapping to support audits, loss prevention, and lifecycle planning.

VerifAI — Content Authenticity Check

VerifAI web application

An AI-assisted tool that estimates the likelihood of content being AI-generated or manipulated, framed as a signal that can support moderation, quality checks, or due diligence.

Interests

Hiking Image

Outside of work and learning, I live in a rural area and enjoy being outdoors with my family, working in the yard, gardening, and taking care of our chickens. It's a good balance to the analytical and technical work I do day to day.

When I'm indoors, I spend time with my family, read, watch movies, play games, and stay connected with tech and engineering communities on Discord and LinkedIn.