Senior Full Stack Engineer / Solution Architect

Raymund F. Cuizon builds
backend systems that
outlast the roadmap.

10+ years designing and shipping scalable web applications, enterprise systems, SaaS platforms, and cloud-native solutions — for startups, global companies, and enterprise organizations including Accenture, Moustache Republic, and GSS Lab. Backend specialist with NestJS and Node.js at the core, Next.js and React on top, and lately, AI-assisted development and LLM-powered features woven through all of it.

whoami.sh

// about

Full stack, backend-first.

I specialize in backend systems and modern web technologies — designing scalable REST APIs, architecting distributed systems, building SaaS platforms, integrating external services, and writing software that's still maintainable long after the business has grown past its first version.

Recently I've expanded into AI-powered software: integrating LLMs, vector embeddings, and semantic search, and working AI-assisted development tools like Claude Code, Cursor, and GitHub Copilot into my daily workflow. I like taking a product from a rough idea to something in production, without losing clean architecture or code quality along the way.

02 — Stack

What it's built with

backend/

Node.jsNestJSExpress.jsFastAPIFlaskFalconREST APIGraphQLJWT AuthServerlessPrisma ORMTypeORM

frontend_and_mobile/

Next.jsReactAngularTypeScriptTailwind CSSshadcn/uiHTML5 / CSS3jQueryReact NativeExpo

databases_and_cloud/

PostgreSQLMySQLDynamoDBSupabaseGoogle Cloud (Cloud Run/Storage)AWSDigitalOceanLinodeDockerNginx / Apache

ai_development/

OpenAI APIAnthropic ClaudeClaude CodeCursorGitHub CopilotOllamaVector EmbeddingsSemantic SearchRAGPrompt Engineering

tools_and_practice/

Git / GitHub / GitLab / BitbucketAzure DevOpsJira / TrelloPostman / BrunoMicroservicesClean ArchitectureSystem / Solution ArchitectureCI/CDAgile / ScrumProof of Concept

03 — Experience

CHANGELOG.md

// a career, released one version at a time

v7.0.0 — currentAug 2023 – Present

Senior Full Stack Developer @ GSS Lab

NestJS · Next.js · React · React Native · TypeScript · MySQL · GCP · REST API

  • Designs scalable, cloud-native application architecture and integration strategies.
  • Builds enterprise APIs with NestJS and Next.js applications for the web.
  • Builds React Native mobile applications and integrates third-party APIs.
  • Creates proof-of-concepts and leads architecture discussions and technical decisions.
  • Deploys applications on Google Cloud Platform.
v6.0.0Mar 2022 – Aug 2023

Full Stack Developer @ Moustache Republic

Python (Flask) · React · Shopify · BigCommerce · AWS · DynamoDB · GraphQL

  • Built Shopify and BigCommerce integrations for eCommerce clients.
  • Developed Flask APIs and scalable backend services.
  • Worked with AWS and DynamoDB; designed integration architecture between systems.
  • Developed proof-of-concepts for new solutions in an Agile, cross-functional team.
v5.0.0Aug 2020 – Mar 2022

Senior Software Engineer @ Accenture Philippines

Node.js · Angular · AWS · Azure DevOps · MSSQL · MySQL · Serverless · .NET Core

  • Built enterprise applications and developed serverless APIs.
  • Led development initiatives and application implementation planning.
  • Served as technical point of contact, collaborating with global teams.
  • Worked with Azure DevOps and translated business requirements into technical designs.
v4.0.0Oct 2018 – Aug 2020

Web Developer @ Easycom Japan Philippines Inc.

Node.js · Express.js · Python (Falcon) · Angular · GCP · Linux · REST API

  • Designed RESTful APIs for frontend applications.
  • Led backend and frontend development across multiple enterprise applications.
  • Improved application performance and backend architecture.
  • Implemented security and data-protection best practices; managed Linode test environments.
v3.0.0Apr 2016 – Oct 2018

Software Developer @ Medisource Healthcare Systems Inc.

PHP (Phalcon) · AngularJS · GCP · MySQL · Git · Linux

  • Maintained and enhanced healthcare management systems.
  • Designed scalable database structures and built reusable backend modules.
  • Resolved production issues and delivered new features against team estimates.
v2.0.0Oct 2014 – Apr 2016

Web Developer @ Easycom Japan Philippines Inc.

PHP · CakePHP · MySQL · JavaScript · Bootstrap · Linux

  • Developed and maintained web applications; integrated internal and external systems.
  • Performed debugging and software testing alongside offshore development teams.
v1.0.0 — initial releaseFeb 2013 – Oct 2014

MIS Technical Support Staff @ Puregold Price Club Inc.

  • Supported nationwide POS operations and maintained network and computer systems.
  • Installed and configured hardware and software; troubleshot application and network issues.
  • Ensured data synchronization and operational readiness across store locations.

04 — Featured builds

What's on the workbench

in active developmentSaaS · Order Management

BakerZonePH

A full-stack SaaS platform built for home-based baking businesses in the Philippines. It centralizes order management, customer records, reporting, subscriptions, and business operations, helping bakers run their business more efficiently and professionally.

Order management with multi-status tracking
Customer management and public baker directory
Reports & analytics, subscription billing
Mobile application and admin dashboard
AI-powered image search (in progress)
AI cake design generator (in progress)
Next.jsNestJSPrismaPostgreSQLSupabaseReact NativeGoogle CloudDockerAI Search
Enterprise · Accounting

Computerized Accounting System

Enterprise accounting software with general ledger, chart of accounts, inventory, sales, purchases, payroll, journal entries, and BIR configuration.

NestJSNext.jsPrismaPostgreSQL
AI · Search

AI Semantic Image Search

An AI-powered image search engine using CLIP embeddings — image embeddings, vector similarity search, and natural-language image matching.

PythonFastAPICLIPTransformers
Integrations

API Integration Platform

Multiple integration platforms connecting external business systems — Shopify, BigCommerce, payment providers, third-party ERPs, and authentication services.

REST APIGraphQLWebhooks

what I enjoy building

SaaS PlatformsEnterprise ApplicationsAI-Powered ApplicationsREST APIsAPI IntegrationsWorkflow AutomationInternal Business SystemsCloud Native ApplicationsDeveloper Tools

currently exploring

Agentic AIAI Workflow AutomationMulti-Agent SystemsRAG PipelinesMCP ServersLangGraphClaude CodeCursor AIOpenAI AgentsVector Databases

05 — Education

Where it started

2007 – 2011

B.S. in Information Technology

Urdaneta City University

2012

Web Development Certification

Informatics International College, Eastwood City