Gerardo Manuel Reyes Fernández
Software Architect & Senior Full-Stack Engineer & Forward Deployment Engineer
https://www.linkedin.com/in/gerard-gmrf/ · https://github.com/Gmrf18 · https://blog.gerardo-reyes.site/
- 9+
- Years of Experience
- 5+
- AI Implementations
- 3,600+
- Concurrent Connections
- 5
- Countries Worked With
Profile
9+ years leading the full lifecycle of high-scale applications. Expert in the TypeScript ecosystem (Next.js, Angular, React, Node.js) and real-time services with Socket.IO. Specialist in designing modern architectures (Microfrontends, Multitenancy) and forward deployments across edge platforms (Cloudflare, Workers, R2). Accelerate development through AI agent orchestration (Claude Code, Gemini, Codex). My approach blends technical excellence with effective stakeholder communication to align technology with business success.
Experience
A reverse-chronological view of high-impact roles across enterprise, SaaS, and AI.
Tech Blog — Astro Edge Platform
Senior Software Engineer, System Architect & Forward Deployment Engineer | May 2026
- Migrated a technical editorial architecture from AWS to Cloudflare’s free tier, building a high-availability solution for 15,000+ daily visits at $0 OPEX.
- Designed a serverless analytics backend on Cloudflare Workers + D1 (SQLite), mitigating write-inflation through atomic upserts and client-side deduplication via sessionStorage.
- Authored a custom HAST compiler plugin (rehypeMermaidTabs) that processes Mermaid diagrams at build time and dynamic-imports them client-side with IntersectionObserver, eliminating any headless-Chromium build dependency.
- Hit sub-500ms FCP/LCP with pure CSS tokens and scoped styles in Astro 6, removing FOUC via blocking inline head scripts and immutable edge cache headers; layered JSON-LD (Person, WebSite, TechArticle) and flat URLs with backward-compatible redirects for SEO.
- Used Claude Code as an AI copilot throughout the entire development and planning lifecycle — from architecture decisions to implementation and refactoring.
Astro 6 · TypeScript · Cloudflare Workers · D1 (SQLite) · HAST/rehype · Giscus · Claude Code
Gerard Reyes Music — Secure Edge Audio Platform
Software Architect, Lead Developer & Forward Deployment Engineer | Apr 2026 — Present
- Designed and deployed a serverless music platform with Next.js 14 (App Router) on Cloudflare Workers via OpenNextJS, using hybrid SSG/SSR to maximize SEO and load times.
- Architected secure audio with private Cloudflare R2 and S3-compatible pre-signed URLs (300s TTL), generating signatures on-the-fly and auto-renewing tokens in-memory before expiry — zero client-side credential exposure.
- Isolated a decoupled signing microservice (independent Worker with its own CI/CD) enabling credential rotation without redeploying the frontend.
- Built a persistent global player (React Context) with synced lyrics and feature-flag rollouts; HTML5 Range requests stream HTTP 206 Partial Content buffer-free, and a custom useLazyGSAP hook (IntersectionObserver) protects LCP/TBT. JSON-LD MusicGroup/Recording schemas for organic visibility.
- Used Claude Code as an AI copilot throughout the entire development and planning lifecycle — from architecture decisions to implementation and refactoring.
Next.js 14 · React · TypeScript · Cloudflare Workers · R2 · OpenNextJS · aws4fetch · GSAP · Claude Code
Live Restaurant — Real-Time SaaS
Technical Founder & Full Stack Engineer | Sep 2025 — Present
- Designed a production-ready multi-tenant SaaS architecture with complete isolation, capable of supporting 64-68 tenants on a single server.
- Built a monorepo (frontend/backend/shared) with Next.js 15, React 19, and a dedicated Socket.IO server architected for 3,600+ concurrent WebSocket connections.
- Implemented API-driven dynamic tenant configuration, LRU caching, and compound MongoDB indexes targeting <50ms API response; hardened with hashed URLs, XSS sanitization, and dynamic QR code generation.
- Deployed the infrastructure with Dokploy + Traefik (4 API containers, round-robin load balancing, zero-downtime rolling updates), with an AI-assisted workflow (Claude Code, Codex, Gemini) for code and logic optimization.
Next.js 15 · React 19 · Socket.IO · MongoDB · Dokploy · Traefik · TypeScript · GCP
Professional Identity Platform — Headless CMS & Portfolio
Software Architect & Lead Developer | May 2020 — Present
- Led the conception, design, and evolution of a Headless CMS for managing professional identity, transforming a legacy system into an optimized infrastructure.
- Orchestrated the transition from Angular to Next.js 15, prioritizing a radical mobile LCP reduction via Static Site Generation (SSG).
- Designed a hybrid topology with Cloudflare (Edge Proxy + WAF) and Firebase Hosting, achieving high availability and perimeter security at $0 monthly OPEX.
- Ran a two-layer AI workflow — architectural debate (trade-off analysis with Gemini) and technical execution (assisted coding with Claude); integrated a Mistral AI chatbot chosen after a 3-pillar evaluation (privacy, inference efficiency, cost), with Firestore persistence validated by Zod and bilingual i18n via the DeepL API.
- Since October 2025, drove the platform’s development and planning with Claude Code as the primary AI copilot.
Next.js 15 · Angular · React · TypeScript · Firestore · Cloudflare · Mistral AI · Zod · DeepL · Claude Code
DC Vent — Fintech
Full Stack & AI Engineer | Nov 2025 — Dec 2025
- Delivered a working MVP in under 3 weeks with React and Node.js on a Lovable template, adding dynamic calculations, tables, advanced search, filters, and XLSX report export.
- Implemented complete RBAC modules (roles, users, permissions) and an SSO token exchange system.
- Designed the MySQL database schema and built the endpoints in .NET with Clean Architecture; the frontend with Vue.js.
- Drove the full development and planning lifecycle with AI copilots (Claude Code, Codex, Gemini CLI), enabling delivery in under 3 weeks.
React · Vue · Node.js · .NET / C# · MySQL · MongoDB · JWT · TypeScript · Claude Code · Codex · Gemini CLI
Attendance & Payments Platform
Full Stack Engineer — Freelance | Feb 2025 — Jun 2025
- Was architect and creator of an attendance management and payment processing platform, designing its core with Angular and Firebase.
- Executed a complete technical modernization, migrating the application from Angular 16 to 18.
- As the client’s strategic partner, added an advanced reporting system and intelligent tagging that optimized the collections workflow.
Angular 18 · Firebase · TypeScript · PWA · Sass · GCP
Cognizant — Professional Development & CV Creator
Front Developer | Dec 2024 — Feb 2025
- Led the initiative and development of “CV Creator”, an internal tool built from scratch with Angular 19 to standardize team profile updates.
- Implemented Signals for reactive state management and a modern architecture based on Standalone Components.
- Completed strategic training in Cybersecurity, React, Vue, and AI tooling (Copilot).
Angular 19 · React · Vue · TypeScript · JavaScript
Cognizant — EHealth (Healthcare)
Full Stack Engineer | Jul 2024 — Dec 2024
- Developed a medical plan recommendation engine with pixel-perfect Figma implementations.
- Modified and optimized backend APIs to support new frontend features.
- Maintained 90%+ unit test coverage and delivered WCAG-compliant accessible interfaces, collaborating continuously with UX/UI.
Vue.js · GraphQL · TypeScript · Sass · Webpack · Jenkins
Cognizant — Equifax (Insurance)
Senior Frontend Engineer | Aug 2022 — Jul 2024
- Led the implementation of a microfrontend architecture with Nx to manage a complex monorepo, improving scalability and team autonomy.
- Orchestrated the Angular 12→16 and Nx 13→17 migrations, improving LCP from 4.2s to 1.8s (57%) and reducing build time from 12 to 3 min (75%).
- Led the mitigation of 50+ security vulnerabilities (Fortify, Twistlock), enforcing OWASP and WCAG standards across 200k+ LOC.
- Served as technical reference and frontend consultant; contributed to extending the contract from 6 months to 2 years.
Angular · Nx · Spring Boot · TypeScript · RxJS · Jenkins · SonarQube · GCP
Cognizant-Softvision — Walmart Kalos (Retail)
Frontend Lead | Oct 2021 — Jun 2022
- Took on the Frontend Lead role for a team of 8 engineers, defining technical strategy alongside the Software Architect.
- Executed the complete Angular/NgRx v8→v13 migration, reducing state bugs by 60%.
- Led the creation of a reusable component library with Angular Material, accelerating delivery by 35%.
- Acted as a bridge between Product, Design, and Development, providing technical feasibility consulting with a focus on OWASP and WCAG.
Angular · NgRx · Angular Material · TypeScript · RxJS · Jenkins · Sass
Equifax — Cyber Division (Banking MEX/CL/PE)
Senior Frontend Engineer | Feb 2020 — Jul 2021
- Took part in planning the ActionScript-to-Angular migration for a multi-client platform.
- Scaled mentorship from a specific team in Mexico City to dozens of developers across Mexico, Chile, and Peru.
- Provided architecture consulting for cloud applications with Angular 8-12 and built dynamic component libraries.
- Developed Node.js/TypeScript microservices with Sockets and SSE for third-party Dialer integration.
Angular 8-12 · TypeScript · RxJS · Node.js · AWS · GCP · Docker · Jenkins
Earlier Experience · 2017 — 2019
Frontend & Full-Stack Engineer | Indra · Santander, Concrad, Clínica-Relox, UNAM
- Built complex banking forms for Santander (Angular Reactive Forms, RxJS) under strict financial-security compliance, and delivered end-to-end ERP and healthcare platforms — purchasing, sales, inventory, appointment scheduling, and clinical records — with Angular, Node.js, and MySQL.
Angular · Node.js · MySQL · RxJS · TypeScript · JWT · Bootstrap
Stack & Technologies
44AI & Agents
- Claude
- Gemini
- Codex
- Antigravity
Frontend
- Angular
- TypeScript
- JavaScript
- React
- Next.js
- Vue
- RxJS
- NgRx
- Redux
- Sass
- Tailwind
- Bootstrap
- HTML
- CSS
- PWA
- Webpack
- Jasmine
- Electron
- Astro
- Vite
- Vitest
- Jest
Backend & Data
- Node.js
- NestJS
- GraphQL
- Socket.IO
- Spring
- Go
- MongoDB
- MySQL
- Python
- JWT
Cloud & DevOps
- Docker
- GCP
- AWS
- Jenkins
- GitHub
- GitLab
- Ubuntu
- Cloudflare
Clients & Employers
A track record built with industry leaders across finance, retail, banking, and education.
- Equifax Financial Services
- Walmart Retail
- Santander Banking
- Cognizant Consulting
- Indra IT Services
- UNAM Education
Let's build something together
Open to architecture, senior engineering, and consulting roles. Let’s talk.