I’m seeking a software engineering role focused on building production-ready applications, with a strong interest in AI and Generative AI. I want to apply my full-stack, cloud, API, LLM, RAG, and AI-agent experience to solve meaningful business problems and build scalable, reliable products.
Looking for a job
Joel Vance Gonzales
@vangonz
Senior AI engineer building RAG, AI agents, and secure full-stack platforms on AWS and FastAPI for enterprise document intelligence.
PhilippinesWhat I'm looking for
I build enterprise AI applications end-to-end, from Python FastAPI backends to React/Next.js dashboards, like the document intelligence and compliance platform at Collaborate Solutions. I’ve designed production RAG pipelines with LangChain and Amazon Bedrock/OpenAI models, plus AI agent workflows for document analysis and automated compliance.
I also ship reliable systems on AWS—ECS, Lambda, S3, Aurora PostgreSQL, DynamoDB, and OpenSearch—backed by microservices, secure APIs (authentication/authorization/RBAC), and CI/CD with automated testing and monitoring. Earlier, at PrimeIT and Suzuki Philippines Incorporated, I developed scalable full-stack SaaS and internal business workflow automation, including REST APIs, database optimization, and production support.
Experience
Work history, roles, and key accomplishments
CS
Current
Senior AI Engineer
Collaborate Solutions
Aug 2023 - Present (3 years)
Designed and developed enterprise AI applications using Python, FastAPI, React, TypeScript, Next.js, AWS, and relational databases. Built production RAG pipelines using LangChain, Amazon Bedrock, OpenAI models, embeddings, and vector search.
PR
Software Engineer
PrimeIT
Apr 2020 - Jul 2023 (3 years 3 months)
Developed scalable full-stack SaaS applications using React, TypeScript, Python, FastAPI, Laravel PHP, MySQL, PostgreSQL, and AWS. Designed and implemented RESTful APIs and backend services supporting enterprise business workflows.
SI
Software Engineer
Suzuki Philippines Incorporated
May 2016 - Feb 2020 (3 years 9 months)
Developed enterprise business applications using Python, JavaScript, React, SQL databases, and REST APIs. Built internal workflow automation systems supporting inventory, reporting, finance, and operational processes.
Education
Degrees, certifications, and relevant coursework
University of Hong Kong
Bachelor of Science, Computer Science
2015 - 2019
Bachelor's Degree in Computer Science from the University of Hong Kong from 2015 to 2019.
Tech stack
Software and tools used professionally
Google Tag Manager
GitHub
Kubernetes
Cloudflare
GitHub Actions
DB
MySQL
PostgreSQL
MongoDB
Node.js
Django
Laravel
Next.js
Tailwind CSS
Material-UI
Google Analytics
Redis
Terraform
React
JavaScript
Python
HTML5
Java
ES6
CSS 3
PHP
Django REST framework
FastAPI
GraphQL
OpenSearch
TypeScript
Docker
Toolkit
s3-lambda
SQL
LangChain
LlamaIndex
OpenAI API
Agentic
LangGraph
Redux Toolkit
Availability
Looking for a job
Location
PhilippinesAuthorized to work in
Salary expectations
30k-50k USD
Job categories
Skills
PythonTypeScriptJavascript (ES6)SQLReactNext.jsHTML5CSSTailwind UIMaterial UIRedux toolkitfastAPIDjangoDjango REST FrameworkFlaskLaravelNode.Js DevelopmentREST APIsGraphQLMicroservicesLarge Language ModelsOpenAI APIAWS AI BedrockLang ChainLangGraphLlamaIndexAI AgentsAI Agentic WorkflowRAGPrompt EngineeringModel EvaluationFunction CallingMCPSemantic SearchEmbeddingsVector DatabasesEC2LambdaAPI GatewayDynamoDBOpenSearchRDSS3CloudwatchIAMDockerKubernetesGitHub ActionsCI CDMySQLPostgreSQLMongoDBRedisCloud Native ArchitectureDistributed SystemsSecurity DesignData GovernanceRBACAuthenticationAuthorizationUnit TestingIntegration TestingCode ReviewAgile ScrumNodeJSTailwindES6JavaScriptToolkitGitHubS3 LambdaTerraformDBsAgentic AI
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