Cristian
Aragón
Salazar
AI Engineer · Full-Stack Developer Building at the intersection of intelligence and real-world systems. Available for work AGS, MX — 2026
Story

I'm a final-year AI Engineering student at Universidad Panamericana, building real-world products at the intersection of automation, machine learning, and software. I lead Foráneos UP and ship full-stack platforms to real users.

Cristian Aragon
Jan 2026Present
Universidad Panamericana Student Council
Active Member
Active member of the student council at Universidad Panamericana, collaborating on student initiatives, representation, and campus improvement efforts.
Jan 2025Present
Foráneos UP
President
Guided and supervised team operations, promoted collaboration, and fostered an efficient work environment aligned with objectives.
Aug 2022Present
Artificial Intelligence Engineer
Universidad Panamericana
Study of artificial intelligence techniques and algorithms for building intelligent systems.
Oct 2025May 2026
Nohuman
Software Engineer Inter
Architected automation workflows by integrating diverse APIs and external services, effectively minimizing manual intervention and optimizing operational performance. Engineered robust internal tools and scalable data pipelines to facilitate high-integrity, data-driven systems.
Aug 2024Dec 2024
Burkle Exterminadores
Web Developer
Developed and deployed the company website to attract clients, designed a blog and Q&A forum to increase interaction, and optimized structure for better navigation.
Aug 2023Dec 2024
Integra CEF (Foreign Students Commission)
Vice President
Supervised strategic functions of team members, ensured completion of responsibilities, and developed the organization's website.
Aug 2019Aug 2022
Agricultural Technician
Escuela El Peñón
Management of agricultural projects.
Stack
Python C++ JavaScript React Material UI Firebase PyTorch HTML CSS GitHub Supabase Vite Astro Next.js n8n
Selected Work

Projects I've shipped

Scroll through each one

Featured
01 / 06
01 — web

ToSignal

LinkedIn Automation & Lead Intelligence Web Platform

Architected a full-stack lead intelligence platform that automates LinkedIn data extraction, processing, and analysis using n8n, Apify, and Supabase. Delivered near real-time dashboards and automated PDF reporting, reducing manual research time by hours per workflow and accelerating decision-making.

React Supabase n8n Apify
02 — web

Notaria 71 Aguascalientes

Corporate Website

Designed and launched the public website for Notaria 71 with service pages, contact flows, and trust-oriented information structure. Strengthened digital presence and improved inbound client acquisition through clearer service discovery.

Astro
Live ↗
03 — web

Influencer Data & Automation Web Platform

Data Extraction, Processing & Workflow Automation

Building a large-scale influencer analytics platform with automated data pipelines using n8n and Apify. Processes high-volume datasets through SQL workflows in Supabase, enabling faster, automated decision-making and eliminating manual data aggregation.

n8n Supabase SQL
04 — web

Invoicing & Payment Automation Web Platform

Custom CRM & Billing System for Jewelry Business

Engineered a custom CRM and billing platform integrating Stripe for payments and Supabase edge functions for automation. Streamlined invoice generation and client communication, reducing manual administrative work and improving payment processing reliability.

React Supabase Stripe Automation
05 — web

DeepReading

AI-Powered Reading & Knowledge Management Platform

Developed an AI-powered knowledge platform with LLM-driven features for summaries, flashcards, and content generation. Automated study workflows using React, Vite, and Supabase, significantly reducing time to transform content into structured insights.

React Vite Supabase Automation
06 — web

Collector's Vault Store

E-commerce Website

Implemented an online store for Collector's Vault with responsive catalog browsing and an optimized purchase flow. Improved transaction readiness and supported revenue growth through a more reliable sales channel.

Next.js Shopify Headless
Live ↗
Now

Currently building

Lab

Experiments & smaller work

Algorithm implementations, computer vision experiments, embedded systems, and everything else that doesn't fit neatly into a case study.

web
Burkle Fumigaciones
Built and launched Burkle Fumigaciones' business website with structured service content and lead-oriented contact pathways. Increased online credibility and enabled more efficient customer inquiry generation.
HTML CSS JavaScript
Live
web
Garbon Albercas
Engineered Garbon's website with conversion-focused service presentation and mobile-first information flow. Improved accessibility for prospective clients and streamlined lead capture from web traffic.
Astro
Live
web
UP Ticketing System
Designed a university ticketing platform concept to unify registration, ticket issuance, and attendance workflows in one system. Replaced fragmented event operations with a scalable process model and stronger operational control.
React Vite
Source
ai
MX Banknote Detection
Engineered a CNN-based banknote detection pipeline with preprocessing, augmentation, and evaluation in PyTorch and OpenCV. Increased classification robustness across visual variance, supporting practical real-world detection scenarios.
Python PyTorch
Source
ai
Kvasir-AI
Implemented an end-to-end medical imaging pipeline with ResNet18 and DenseNet121, including CLAHE preprocessing, augmentation, and Grad-CAM explainability. Achieved 88.75% accuracy while delivering interpretable outputs for more reliable model evaluation.
Python PyTorch
Source
ai
Digits Recognition
Built a handwritten-digit recognition pipeline with image preprocessing plus neural-network training and evaluation loops. Improved classification reliability and established a reusable baseline for computer-vision experimentation.
Python PyTorch
Source
ai
Animal Identifier
Implemented an image-classification workflow to identify animal classes through iterative notebook-based model experimentation. Improved model selection speed and enabled data-driven tuning across computer-vision runs.
Python PyTorch
Source
software
STM32F401RE Oscilloscope
Built an embedded oscilloscope on STM32F401RE using ADC sampling, buffering, and real-time signal rendering. Enabled low-cost waveform inspection for faster hardware diagnostics and debugging workflows.
C
Source
web
Foreigner's Corner
Built an FAQ-driven support portal for international students with structured information architecture and clear navigation flows. Reduced repetitive support requests and improved self-service access to key onboarding information.
HTML/CSS/JS
Live
web
Foráneos UP Dashboard
Engineered a student operations dashboard with bulk data ingestion, change tracking, and live analytics using React and Firebase. Centralized core workflows in one platform, reducing manual coordination and enabling faster, data-driven decisions.
React Firebase Material UI
algorithms
Rubik's Cube Solver
Engineered a 3x3x3 Rubik's Cube solver combining BFS, A*, and IDA* with visualization tooling for algorithm inspection. Optimized state-space search to reduce moves and demonstrate scalable problem-solving strategies.
Python
Source
algorithms
Quixo Bot
Built a competitive Quixo AI with minimax, alpha-beta pruning, and tuned heuristics to evaluate board states efficiently. Improved decision quality and search performance, enabling stronger play under tight move-time constraints.
Python
Source
algorithms
B-Tree
Implemented a B-Tree data structure in Python with insertion, balancing, and indexed search operations. Improved lookup efficiency on growing datasets and reinforced scalable data-organization fundamentals.
Python
Source
algorithms
Numerical Methods
Developed a numerical computing toolkit covering approximation, interpolation, and equation-solving methods in Python. Enabled repeatable scientific workflows and faster validation of mathematical models.
Python
Source
algorithms
File Compressor
Built a Huffman-based compression engine for file encode/decode workflows with streamlined I/O handling. Reduced storage footprint by up to 20%, lowering transfer overhead and improving data handling efficiency.
Python
Source
algorithms
Modified RegEx
Built a regex construction and validation toolkit with real-time pattern testing and optimized parsing routines. Accelerated expression debugging and reduced iteration time across text-processing use cases.
Python
Source
software
Mastermind
Designed and implemented a Mastermind game engine with deterministic feedback logic and rule validation for each guess cycle. Delivered a robust logic-driven gameplay loop that reinforces algorithmic reasoning and reliability.
C++
Source

Contact

Let's build
something.

I'm open to freelance projects, full-time roles, and interesting conversations. Reach out directly.

hello@kurisari.dev