Dalton Orvis
"We are what we repeatedly do. Excellence, then, is not an act, but a habit."
Work Experience

Applied AI Consultant
Independent
United States (Remote)
Jan 2025 - Present
Key Responsibilities & Achievements:
- Run discovery sessions with B2B SaaS companies to figure out where AI actually makes sense — separating customer-facing features from internal efficiency gains.
- Assess data infrastructure, team capabilities, and realistic timelines before recommending anything. Most AI failures start with bad scoping.
- Architect and prototype agentic AI solutions: RAG systems, multi-agent workflows, LLM integrations — all tied to specific business problems.
- Work alongside engineering teams to build and ship. I write code, not just recommendations.
- Evaluate AI opportunities in support automation, product configuration, sales workflows, engineering productivity, and knowledge management.
Key Skills:

Software Engineer
ReliaQuest
Sandy, UT (On-site)
Sep 2025 - Present
Key Responsibilities & Achievements:
- Building customer-facing threat detection interfaces for ReliaQuest's cybersecurity platform, used by security analysts to find and respond to threats in real-time.
- Engineered custom AI-augmented development workflows using Claude Code and LLM APIs, reducing average task completion time from 8 hours to 3 hours—a 62% productivity improvement for the frontend team.
- Built production-ready React components and features with TypeScript, integrating GraphQL queries for real-time security data visualization and threat response workflows.
- Created code generation agent workflows and personas to accelerate UI development, enabling rapid implementation of customer-facing features and design system components.
- Collaborated with cross-functional teams in a microservices architecture, integrating frontend interfaces with backend security detection services.
- Shipped performance-optimized features to production that improved threat analyst workflows and response times.
Key Skills:

Software Development Engineer in Test II
Verisk
Lehi, UT (Hybrid)
Sep 2024 - Sep 2025 (1 yr)
Key Responsibilities & Achievements:
- Led research and selection of AI tools for QA, writing proposals that got buy-in from leadership.
- Spearheaded the introduction of contract testing for GraphQL APIs within the Xactimate Online (XO) product, including significant architectural refactoring of the automation framework for improved code organization and integration.
- Rewrote the Playwright automation framework from a functional page object model to true OOP, using TypeScript's full feature set. Made the test suite significantly easier to maintain.
- Mentored team members, including developing a phased onboarding checklist for new senior SDETs, and provided ongoing support for previously developed tools (API client library, CAB automation).
- Found and fixed UI/UX defects, proposing React-based solutions that influenced the design team's direction.
- Selected as one of four QA engineers for the flagship Xactimate Online (XO) product team, authoring comprehensive proposals to shape QA/Dev collaboration and processes.
- Volunteered for, managed, and successfully completed complex production testing for critical WCF to REST service conversions, coordinating data requirements across environments.
Key Skills:

Software Development Engineer in Test I / QA Team Lead (Vanguard)
Verisk
Lehi, UT (Hybrid)
Feb 2023 - Sep 2024 (1 yr 8 mos)
Key Responsibilities & Achievements:
- Built an API client library (Nuget package) that shifted the team away from brittle UI-dependent testing. Other QA teams picked it up and expanded on it.
- Designed and implemented a system integration test framework for the Vanguard backend services team, enabling automated validation of complex multi-service operations previously untested.
- Started the "paper cuts" initiative for chipping away at minor technical debt. Leadership adopted it.
- Automated the Change Approval Board process for Jira issue creation, which pushed the team closer to real CI/CD. Other service teams asked to use it too.
- Recognized for performing at a senior level, leading to selection as the first QA Team Lead for the Vanguard backend services team within a year of joining.
- Mentored peers and brought engineering perspective to leadership discussions.
- Dedicated significant personal time to enhance critical internal tools (e.g., UberCRC, XactUtility), implementing key features.
- Ensured application quality by investigating 1200+ automated tests and writing 50+ stable test fixtures.
Key Skills:

Freelance Software Engineer & AI Integration Specialist
Self-Employed
United States (Remote)
Jan 2023 - Present
Key Responsibilities & Achievements:
- Developed end-to-end web solutions for clients across various industries, with increasing focus on AI-powered features and LLM integrations.
- Built custom AI chatbots, RAG systems, and automation workflows using OpenAI, Anthropic, and open-source LLM APIs.
- Handled full-stack responsibilities—database modeling, API development, UI/UX enhancements—while integrating AI capabilities where they add measurable value.
- Created agentic prototypes and proof-of-concepts to help clients evaluate AI opportunities before committing to full implementations.
- Moved from traditional web development into AI-augmented solutions, which eventually led to the consulting work.
Key Skills:

Full Stack Software Engineer (Contract)
Nine Design + Web
Utah, United States (Remote)
Jan 2023 - Jan 2024 (1 yr 1 mo)
Key Responsibilities & Achievements:
- Built a professional networking SaaS platform from scratch with a small team using Laravel. The product was positioned as a modern alternative in the LinkedIn space.
- Owned the full stack: RESTful API design, Eloquent ORM database schemas, and Vue.js frontend components.
- Integrated third-party APIs for job matching, messaging, and user data — the features that made the platform usable for both job seekers and employers.
- Shipped core MVP features on tight deadlines, getting the product to market early enough for the client to validate demand.
- Wrote unit and integration tests, participated in code reviews, and kept the codebase maintainable as the team grew.
Key Skills:

Web Developer (Part-time)
Maiden Voyage Software, LLC
Sep 2022 - Jan 2023 (5 mos)
Key Responsibilities & Achievements:
- Developed and maintained web applications using PHP, Laravel, JavaScript, and Vue.js.
- Assisted in bug fixing and feature enhancements for existing client projects.
- Got hands-on experience with the full development cycle in a small, fast-moving shop.
Key Skills:

Research Associate and Automation Solution Specialist
Scintillant Bioscience
Murray, UT / United States
Jan 2020 - Jan 2023 (3 yrs 1 mo)
Key Responsibilities & Achievements:
- Reduced variety of 30+ minute data manipulation processes to less than 1 second with Pandas Python library.
- Automated redundant digital processes, saving 20+ hours per week.
- Developed custom cellular image analysis templates for data extraction.
- Executed long-term laboratory experiments using live-cell assay workflows.
- Developed high-quality assays based on clients' drug discovery needs.
Key Skills:

Software Engineer Intern
CS Flex
Ogden, UT
Jan 2022 - Jun 2022 (6 mos)
Key Responsibilities & Achievements:
- Worked across the full stack on "Flex Tools," an internal web app built to improve the Canvas LMS experience for a Weber State University program.
- Built server-side features in Django and frontend interfaces in vanilla JavaScript, connecting both to Canvas via REST APIs.
- Turned Figma designs into working features, iterating based on user feedback.
- Cut wireframe iteration time by an estimated 5-10 hours per week through faster prototyping cycles.
- Simplified UI elements based on user testing feedback and added accessibility improvements.
Key Skills:
Technical Skills
AI & Agentic Systems
Languages
Frameworks & Libraries
Systems & Architecture
Education
B.S. Computer Science
Weber State University | Ogden, UT
January 2023
Web Development
Game Development
GPA: 4.0 | With Honors
B.S. Biology & Philosophy
Utah Valley University | Orem, UT
May 2018
Honors Program Graduate
GPA: 3.5
Key Achievements
AI-Augmented Development
Cut Playwright code generation time by 40% at Verisk using agentic AI tools and context engineering practices
Enterprise Agent Systems
Working with production agent orchestration for real-time security threat detection at ReliaQuest
Full Stack Delivery
Shipped production Laravel SaaS platforms, React SPAs, Next.js applications, and Python APIs
Architecture Impact
Created foundational API client library at Verisk adopted across multiple QA teams company-wide
Balanced AI Adoption
Identifying high-value automation opportunities while recognizing where AI adds risk or complexity
Rapid Growth
Promoted to QA Team Lead within first year; consistently delivering senior-level work
Philosophy
Start with the problem, not the technology.
I practice compound engineering: building tools that create tools, designing systems that multiply team productivity. This philosophy led me to architect foundational libraries at Verisk and create frameworks adopted across multiple teams.
AI is a force multiplier, but only when applied thoughtfully. I've seen initiatives fail because teams chased novelty over value. The best AI strategies come from engineers who ship production code, understand the failure modes, and know when not to reach for AI.
Every line of code I write serves a human need. The goal isn't to replace solid engineering with AI tricks; it's to amplify our ability to solve real problems while building systems that are maintainable, observable, and trustworthy.