AI
EyeNet
Document automation with AI agents — 10K+ daily requests in production.
10K+Daily requests
Project index
All work
Case studies, client systems, research, and experiments — searchable by tech or domain.
Featured case studies
Data Science
COVID
9 interpretable risk profiles from 30M+ open health records.
30M+Records
Data Science
NYC Ride
Fare prediction R² > 0.85 and live geospatial dashboards.
R² .85Fare prediction
Data Engineering
India Air Quality ETL
2M+ daily IoT records normalized across 500+ sensors.
2M+Daily records
Full Stack
Bouquet
Multi-tenant hospitality OS with 52 KPIs and Spark analytics.
52KPIs
SaaS
TimeUp // Time Tracking SaaS
Multi-tenant time tracking SaaS with passkeys and real-time scheduling.
<500msDashboard
Domain
Showing 22 / 22
2026
5 projectsAI / Wellness / React Native
Qalma — Personal Wellness Agent
Personal wellness agent with EEG integration (Muse, Flowtime) and Apple HealthKit. Hypothesis-first approach — agent proposes, user validates.
Stack
React NativeClaude APISupabaseEEGHealthKit
Impact
6Agent tools
4Phases
AI / Multi-Agent / RAG
RAG Conversacional CIC
Multi-agent RAG system for graduate students at CIC-IPN. Agents specialize in state-of-the-art, prior works, and research using Bloom's taxonomy. Generates LaTeX protocol drafts.
Stack
FastAPIDeepSeekpgvectorSupabaseLaTeX
Impact
5+Agents
BloomTaxonomy
Featured
Full Stack / Multi-tenant SaaS
Bouquet — Hospitality OS
Multi-tenant hospitality OS with 52 KPIs and Spark analytics.
Multi-tenant Hospitality OS for restaurant chains with role-based dashboards, Apache Spark analytics pipeline, and guest-facing QR menu with digital payments.
Stack
Next.js 16Prisma 7SupabaseApache SparkDocker
Impact
52KPIs
3Dashboards
AI / Sports intelligence
Sports Analytics Platform
Real-time sports analytics with AI picks, SSE streaming, and World Cup 2026 viz.
Sports analytics platform combining real-time stats, DeepSeek-generated picks, SSE streaming, and World Cup 2026 visualization.
Stack
TurborepoNext.js 16ExpressSupabaseDeepSeek
Impact
7Leagues
$2-3USD/mo
AI / PWA / RAG
ARIA — Personal AI OS
Personal AI OS — natural language capture, RAG memory, and study tools.
Personal AI operating system as a PWA with natural language capture, automatic classification, RAG memory via 4096-dim embeddings, and study tools.
Stack
Next.js 16FastAPISupabasepgvectorDeepSeek
Impact
7Intent types
229Tests
2025
10 projectsNetworking / NETCONF / 6WIND
InfraPilot — Network Infrastructure Manager
Web platform for managing 6WIND network devices. Real-time metrics via Telegraf + InfluxDB, BGP/CGNAT monitoring, and NETCONF-based configuration with checkpoints and rollback.
Stack
ReactNETCONFInfluxDBGrafanaPostgreSQL
Impact
5Dashboards
4CGNAT tabs
Featured
AI / Automation
EyeNet — AI & Automation Systems
Document automation with AI agents — 10K+ daily requests in production.
Full automation infrastructure with LLMs, ETL/ELT pipelines, containerized microservices, and production web/mobile apps handling 10K+ daily requests.
Stack
Pythonn8nDockerFastAPIOpenAI
Impact
10K+Daily requests
65%Less manual work
Featured
SaaS / Full Stack
TimeUp // Time Tracking SaaS
Multi-tenant time tracking SaaS with passkeys and real-time scheduling.
Frictionless time tracking system modernizing how businesses log hours and calculate payrolls. Multi-tenant SaaS with real-time availability and Passkeys login.
Stack
Next.js 16Prisma 7SupabasePostgreSQLDocker
Impact
<500msDashboard
0Overbooking
Featured
Data Science / Clustering
COVID-19 Risk Profiles (Mexico)
9 interpretable risk profiles from 30M+ open health records.
Identification of COVID-19 risk profiles from 30M+ Mexican open health records using K-Means and Fuzzy C-Means clustering.
Stack
Pythonscikit-learnscikit-fuzzyNext.jsRecharts
Impact
30M+Records
9Risk profiles
Featured
Data Science / Streamlit
NYC Ride-Hailing Analytics Dashboard
Fare prediction R² > 0.85 and live geospatial dashboards.
Interactive dashboard for analyzing Uber and Lyft trip patterns in NYC with fare prediction ML models and geospatial visualizations.
Stack
StreamlitPythonScikit-learnPlotlyPandas
Impact
R² .85Fare prediction
92%Classification
Optimization / Flask
Métodos de Optimización No Lineal
Interactive web app implementing non-linear optimization algorithms with dynamic visualizations and step-by-step convergence rendering.
Stack
FlaskPythonNumPy
Impact
10+Algorithms
Optimization / Education
Matemáticas Avanzadas - Métodos de Optimización
Flask app solving linear programming with Simplex, Big M, and Two Phases methods, featuring Manim-generated mathematical animations.
Stack
FlaskPythonManim
Impact
3Methods
Analytics / Power BI
Population Dashboard
Power BI dashboard analyzing population trends and dynamic demographic shifts across continents.
Stack
Power BIDAXData Modeling
Impact
6Continents
Analytics / Power BI
Global Health Analytics Dashboard
Health analytics dashboard analyzing life expectancy and infant mortality rates with socioeconomic factor integration.
Stack
Power BIStatistical AnalysisData Modeling
Impact
195Countries
Analytics / Power BI
Video Game Market Intelligence
Power BI dashboard analyzing global gaming market trends with sales data from major platforms for regional analytics.
Stack
Power BIDAXETL
Impact
5+Platforms
2024
5 projectsFeatured
Data Engineering / Azure
India Air Quality ETL
2M+ daily IoT records normalized across 500+ sensors.
End-to-end ETL pipeline processing 2M+ daily readings from 500+ IoT sensors using Azure Databricks and PySpark.
Stack
AzurePySparkPostgreSQLDatabricksPower BI
Impact
2M+Daily records
500+Sensors
Gamified coding platform with Django backend, code playgrounds, and AI-assisted feedback. 2nd place in 2024 EdTech Innovation Awards.
Stack
DjangoAstroJWT
Impact
2ndEdTech Awards
Performant portfolio using Next.js SSG with perfect Lighthouse scores, project showcases, and MDX-based content system.
Stack
Next.js 14ReactTypeScript
Impact
100Lighthouse
Machine Learning / Flask
Houses Prices Prediction
ML pipeline using Random Forest to predict Mexico City property values with 88% R² score, deployed as a Flask API.
Stack
Scikit-learnPythonFlask
Impact
88%R² score
Data Analysis / Excel VBA
Dashboard Financial
Automated financial system using Excel VBA reducing process time by 15 hours/week with P&L visualizations.
Stack
VBAExcelDashboard
Impact
15hSaved/week
2023
2 projectsWeb Development / Astro
Melari Spa
SEO-optimized wellness platform built with Astro, React, and Tailwind CSS featuring multi-language support.
Stack
AstroReactTailwind CSS
Impact
SEOOptimized
Time series predictive models using SARIMA to forecast passenger demand for Mexican airlines with interactive dashboard.
Stack
PythonPandasSARIMA
Impact
SARIMAModel