Justin Scott
Full-Stack Engineer — LLM Product Features & AI-Assisted Development. Full-stack engineer shipping production features for security-sensitive clients: Angular and Spring Boot services, PostgreSQL, and microservices—plus LLM-powered product work on devresumes.com and RAG systems. AI-native development with Cursor and modern tooling; code review, tests, and architecture stay non-negotiable. Strong AWS, Terraform, and CI/CD background.
LLM Product Features · Full-Stack Delivery · AI-Assisted Development
About Me
I work full time as a software engineer at Idemia-NSS while continuing to design and ship my own products end to end— including devresumes.com (guided editing, PDF export, LLM-assisted parsing) and projects like a RAG-based Destiny 2 assistant (OpenAI embeddings, Pinecone, Claude) and data-heavy public sites.
On the job I deliver with Angular, Spring Boot, PostgreSQL, and Agile/SAFe teams for national-security clients. On side products I lean on TypeScript, React, Next.js, Spring Boot, and modern AI APIs—aligned with the stacks on my resume.
Skills on my resume include Angular, AWS, Docker, FastAPI, Git, GitHub Actions, GitLab CI, Java, JavaScript, LLM product integration, Microservices, Next.js, Node.js, PostgreSQL, Python, RAG, React, Spring Boot, Tailwind CSS, TypeScript, and more—plus SAFe and HashiCorp Terraform certifications.
Education
Academic background
Bachelor of Science in Computer Science
May 2024- Dean's List
- PROMISE Scholarship
- Scholarship of Distinction
- Operating Systems
- AWS Senior Capstone
- Penetration Testing
- SysAdmin
- Blue Team
- Ansible
- AI/ML
- Custom Language Construction
Featured Projects
Production and side projects I have designed, built, and deployed
devresumes.com
End-to-end resume product: guided editing, PDF export with templates, and LLM-assisted parsing and import from uploads or pasted text into a structured profile. Next.js client with React Hook Form, Zod, Stripe, and Spring Boot backend with JPA, PostgreSQL, Spring Security, GitHub OAuth, JWT, ATS-style scoring, job alignment, and Roast My Resume-style analyzers. Docker Compose-style workflows and GitHub Actions CI/CD.
US Election Tracker
Data-heavy election site: presidential history and results, state hubs, live results, demographics and census-oriented pages, and notable races with structured TypeScript datasets and reusable map and chart UI. Next.js API routes, strong SEO (sitemap, robots, Open Graph, JSON-LD), and Python plus Node scripts to build and validate datasets.
dungeonhelper
Destiny 2 dungeon mechanics assistant using RAG: OpenAI embeddings, Pinecone retrieval, Claude for streaming answers, and Next.js API routes for chat and semantic search. Zod validation, rate limiting, response caching, and a responsive React UI for contest-style play.
averylightfx
Community holiday light-show site: visit info, donations, media, maps and drive-up context, with seasonal Halloween and Christmas theming. NextAuth and bcrypt-backed credentials where needed; API routes for schedule and theme data. Responsive Tailwind UI.
youre-being-robbed
Data-forward site on wealth inequality, wages, housing, healthcare costs, and corporate profits vs wages. Tabbed navigation, section-specific titles for SEO, interactive Recharts visualizations, Tailwind and Lucide for readable statistics.
Featured Prototypes
Side projects and experiments in AI, RAG, security tooling, and systems design
AI Golf Caddie
PrototypeMobile-first Progressive Web App that provides personalized golf strategy recommendations using AI. Generates pre-round hole-by-hole strategies for all 18 holes (teebox, fairway, chip) and adapts them in real-time during play based on photos, distances, weather, and lie conditions. Features LangGraph agent orchestration, vision AI for course photo analysis, handicap-adjusted strategies, and real-time strategy updates.
CredFinder - Security Agent
PrototypeAI-powered security agent that detects hardcoded credentials in code repositories. Automatically stores credentials as environment variables and fixes code references.
PDF Toolkit
PrototypeFree, privacy-focused PDF toolkit web application with 10+ tools including merge, split, compress, rotate, extract pages, watermark, and convert operations. All PDF processing happens client-side in the browser for complete privacy - files never leave the user's device. Built with Next.js 16, features SEO optimization, Google AdSense integration, and responsive design.