Joel Gonzales
@joelgonzales1
Senior AI engineer building RAG pipelines and AI document intelligence platforms on AWS with Python, FastAPI, and React.
What I'm looking for
I’ve been designing and building enterprise AI applications at Collaborate Solutions, from Python FastAPI backends to React/Next.js dashboards and workflow experiences.
Most of my recent work has been on production RAG pipelines using LangChain with Amazon Bedrock and OpenAI models, plus semantic search with embeddings and vector databases to improve retrieval and reduce manual discovery.
I also build AI agents and agentic workflows for document analysis and automated compliance workflows, including function calling and LLM orchestration, alongside secure backend APIs with authentication, authorization, and RBAC.
Before that, I built scalable full-stack SaaS systems at PrimeIT using React, TypeScript, Python, FastAPI, and Laravel, and supported deployments and reliability improvements using AWS services, Docker, and CI/CD.
Experience
Work history, roles, and key accomplishments
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.
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.
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
JavaScript
Python
HTML5
Java
ES6
CSS 3
Django REST framework
FastAPI
GraphQL
OpenSearch
TypeScript
Docker
Toolkit
s3-lambda
SQL
LangChain
LlamaIndex
OpenAI API
Agentic
LangGraph
Redux Toolkit
Availability
Location
Authorized to work in
Salary expectations
Social media
Job categories
Skills
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