Software Engineer & AI Developer

Jesus
Martinez
Garcia

Building intelligent systems that actually work.

Jesus Martinez
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About

I'm a 20-year-old Software Engineer & AI Developer, currently studying while taking on freelance projects. I build full-stack applications and intelligent agent systems — things that actually ship, not just prototypes. I care about writing clean, secure code and delivering software that solves real problems.

Ship real things

I build for production, not just to learn.

Full-stack + AI

From interfaces to intelligent backends.

Security-conscious

Safe by design, not as an afterthought.

Projects

Featured

Edu-Activa

Edu-Activa is an advanced academic evaluation platform built with LangGraph that orchestrates a Multi-Agent System (MAS) to replicate and scale the methodology of human expert review panels. Developed alongside a professor from Tec de Monterrey, the system analyzes complex student work — business dilemmas, ethical cases, managerial problems — using detailed rubrics and weighted evaluation matrices. Unlike binary grading, it delivers objective, pedagogically rich feedback at scale, covering criteria that would normally require multiple subject-matter experts to evaluate.

Python LangGraph Multi-Agent Systems SQL

Edu-Activa

Automated academic evaluation platform using a Multi-Agent System that replicates expert panel review for complex case studies.

Python LangGraph Multi-Agent Systems SQL
SQL Agent

A conversational SQL agent that goes beyond query generation. Connect it to any database through an ORM, ask questions in plain language, and receive not just the data but also contextually appropriate visualizations rendered in a live dashboard. The LangGraph agent decides when to query, what chart type fits the result, and how to present the information. Built in TypeScript for type-safe database integration.

TypeScript LangGraph ORM Data Visualization

SQL Agent

Natural language interface for any database that generates SQL queries, creates contextual charts, and renders them in an interactive dashboard.

TypeScript LangGraph ORM Data Visualization
Serenity

Serenity is a psychological orientation platform developed as a thesis project. Powered by a LangGraph conversational agent, it acts as an accessible first step for users facing emotional or mental health challenges — not as a replacement for a real psychologist, but as a compassionate guide. The system listens, orients, and provides resources including nearby mental health professionals and institutions relevant to the user's location and situation.

Python LangGraph Conversational AI

Serenity

AI-powered psychological orientation platform that guides users through mental health challenges and connects them with nearby professionals and institutions.

Python LangGraph Conversational AI

All Projects

Skills

Languages

Python
TypeScript

Frontend

React
Next.js
Astro

Mobile

Expo (React Native)

AI & Agents

LLM integration

Backend

Python APIs
Node.js

DevOps

Docker
Vercel
GitHub Actions

Hobbies

Reading

Technical books, sci-fi, and anything about systems thinking.

Gaming

Strategy, RPGs, and competitive titles when time allows.

Game Dev

Building small games as a creative outlet — systems, logic, and design.

Contact

Available for freelance projects, collaborations, and full-time opportunities.