Manuel Chavez — Logistics Engineer

I build software that
moves cargo faster

Tracking portals, ocean carrier APIs, customs compliance platforms, and AI-driven automation for logistics operations along the Guadalajara–Manzanillo corridor.

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0 Ocean Carriers
Integrated
0 Automation
Workflows
0 Features
Shipped
24/7 Uptime
Monitoring
01

What I Build

End-to-end logistics technology solutions

Cargo Tracking

Real-time container tracking with multi-carrier integration, position mapping, and automated status notifications.

Ocean Carrier APIs

Unified integration layer across 11 international carriers — ONE, MSC, CMA CGM, Evergreen, Yang Ming, HMM and more.

Customs & Compliance

Digital document management for Mexican customs regulations including Regla 1.4.14 — AI-powered extraction and classification.

AI Automation

60+ n8n workflows running 24/7 — email processing, batch tracking, security patrols, reporting, and Claude AI integration.

White-Label Platforms

Multi-tenant architecture with per-client branding, custom domains, and isolated data — one codebase, infinite deployments.

02

Selected Work

Production systems running in the field

LIVE

HandyManny Tracking Portal

Multi-tenant cargo tracking platform serving multiple logistics companies. Real-time container positioning, shipment timelines, AI chatbot, and customer-facing dashboards.

Next.jsPrismaPostgreSQLDocker
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ACTIVE

Ocean Tracker

Unified orchestrator that normalizes tracking data across 11 ocean carriers through web scraping, API integration, and a headless browser service.

n8nPythonDrissionPage19 Nodes
LIVE

Expediente

Digital document management system for Mexican customs compliance under Regla 1.4.14. AI-powered document extraction and classification with 4 active automation workflows.

Next.jsClaude AIn8nPostgreSQL
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ACTIVE

CrowBot

Telegram bot orchestrator that routes messages through 9 intent categories to specialized sub-services — security patrols, version management, and daily briefings.

Telegramn8nClaude AISSH
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Tech Stack

The tools that power the operation

Frontend

Next.jsReactTailwind CSSHTML / CSS / JS

Backend

PostgreSQLPrismaNode.jsPythonFlask

Infrastructure

DockerTraefiknginxLinux VPSGitHub

AI & Automation

Claude AIn8nOpenAIOllamaDrissionPage
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Maritime News

Latest from the shipping world — powered by industry feeds

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Sources: gCaptain · MarineLink
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Let's Talk

Got a logistics challenge? Let's solve it.

20.67°N 103.35°W — 19.05°N 104.32°W Guadalajara — Manzanillo, Mexico
manny@handymanny:~$
Hey! I'm Manny 🔧 Ask me about the projects, the tech stack, or just say hi. I'm bilingual!