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Juan Pablo Aboytes

AI Engineer · CS Student @ CETYS University

I build AI-powered systems — RAG pipelines, LLM integrations (MCP), and intelligent automations — on top of a solid full-stack and data engineering foundation.

Juan Pablo Aboytes - Profile Picture

About Me

I am a computer science student on the path to becoming an AI engineer. I have shipped RAG systems with vector databases, LLM integrations through the Model Context Protocol (MCP), and AI-driven automations for real clients — all backed by hands-on experience in full-stack development and data engineering.

I also serve as President of the Foreign Group Student association at CETYS, organizing cultural events, community service, and mentorship programs for international students.

When Im not coding, you will find me reading about finance, lifting weights or exploring the latest developments in AI.

Technologies & Skills

RAG / pgvector
LLM APIs (Gemini)
MCP / FastMCP
n8n / AI Automation
Python / R
JavaScript/TypeScript
C# / .NET
SQL
React / Next.js
Expo / React Native
Snowflake / Airflow
AWS / Supabase / Firebase

Experience

SWE Intern (Trimble)

Jun 2026 – Present

Software engineer on the Commerce team, supporting a complex production e-commerce system with integrations across AWS, Azure Cosmos DB, Salesforce, and commercetools, plus workflow automations with n8n.

AWSAzure Cosmos DBSalesforcecommercetoolsn8n

Automation Lead — Freelance (AZXION)

Jun 2026 – Present

Designed and deployed end-to-end automation architecture for a commercial-systems + AI consultancy, building n8n workflows integrated with ManyChat and Supabase to power AI-driven customer service, hosted on Hostinger EasyPanel.

n8nManyChatSupabaseHostinger EasyPanelAI Agents

Data Science Intern (Intuitive)

Jan 2026 – Jun 2026

Developed and optimized analytical dashboards in R for leadership teams, enabling metric tracking and actionable insights.

RSnowflakeApache AirflowPython

SWE Intern (Collins Aerospace)

Aug 2025 – Dec 2025

Full-stack development of internal enterprise applications, modernizing the front end with Vue.js and enhancing back-end services using Entity Framework to improve performance, usability, and maintainability.

Vue.jsSQL ServerC#Entity Framework

SWE Intern (BG Trucking)

Mar 2025 – Aug 2025

Developed and maintained the company’s custom logistics system using ASP.NET Web API, contributing to end-to-end solutions spanning database design, API development, and frontend integration. Collaborated with a cross-functional team to design and implement new features and system improvements.

ASP.NET Web APISQL ServerC#JavaScript

Projects

FiscAI | 1st Place HackMTY 2025

2025

AI assistant that helps Mexican SMEs identify the right tax regime. Owned the RAG component: generated embeddings from a legal corpus, ran cosine-similarity search over pgvector (Supabase), and fed retrieved context through an MCP layer (FastMCP) into the Gemini API. Built with React Native (Expo) and AWS.

RAGpgvectorFastMCPGemini APIReact NativeAWSSupabase

EstudIA

2025

Designed and developed a collaborative study application integrating AI models with Firebase and Expo, transforming scattered notes into an interactive, evaluable learning environment. Features include AI-generated quizzes, flashcards, and summaries to enhance study efficiency.

React NativeFirebaseExpoAI APIs

Foreign App

2025

Cross-platform mobile and web app for international and out-of-town students at CETYS. Includes real-time chat, interactive map with recommendations, forum, events feed, and media-enabled profiles.

React NativeExpoFirebaseFirestoreFirebase AuthStorage

Get in Touch

Im always open to discussing new opportunities, interesting projects, or just having a conversation about technology.

© 2026 Juan Pablo Aboytes. All rights reserved.

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