Platform engineer · Mexico City

One engineer for the whole cycle:
hardware, code,
cloud and operations.

I am Jorge Iván Leyva Camacho, a platform engineer with more than five years of experience. I join teams or take on full projects: I build and maintain machines, develop front-end, back-end, data and AI, run the cloud and advise on architecture and costs.

  • TypeScript · Python
  • Next.js · React
  • NestJS · FastAPI
  • PostgreSQL · MongoDB
  • AWS · Terraform · Docker
  • AI · LangChain · MCP
  1. 04OperationsMaintenance and consulting
  2. 03CloudAWS, hosting and DevOps
  3. 02CodeFront, back, data and AI
  4. 01HardwareMachines, systems and networks

01What I do

The whole lifecycle, with no handoffs.

Most teams split the work between design, development, infrastructure and operations, and every handoff costs time and bugs. I cover the six stages with the same judgement, from building the server to answering when something breaks at three in the morning.

Product and front-end

01
  • Web apps and dashboards with Next.js, React and TypeScript
  • Interface design and visual systems, from the reference to the CSS
  • Performance, accessibility and technical SEO from the first commit

Back-end and APIs

02
  • REST and GraphQL APIs with NestJS, FastAPI and Prisma, on PostgreSQL or MongoDB
  • Authentication, roles, multi-tenant, payments and notifications
  • Real time and queues: Socket.io, Redis, BullMQ

Cloud and DevOps

03
  • AWS: Lambda, ECS, EC2, S3, RDS, CloudFront, IAM and more
  • Terraform, CDK, Docker and CI/CD: deployments with no surprises
  • Managed hosting for your site or app, even if I did not build it

Data and AI

04
  • Data science with Python: analysis, reconciliations and bulk imports
  • AI with LangChain, RAG and vector databases, Anthropic and OpenAI models, MCP servers
  • Process automation with agents and workflows

Machines, systems and networks

05
  • Building, maintaining and repairing PCs, workstations and servers
  • Installing and administering Windows, Linux and macOS; networks and video surveillance
  • Backups, disk diagnosis and repair, data recovery

Operations and consulting

06
  • Monitoring, updates, support and runbooks so nothing depends on memory
  • Consulting on architecture, technology and cloud costs
  • The full technical base to start a team or a software company

02Stack, by evidence

What my repositories say, not my résumé.

A real count of dependencies across the projects on my workstation in September 2026: 171 projects with a package.json. The numbers change; the criterion does not: TypeScript everywhere, and one tool per problem.

Full lifecycle

  • Discovery
  • Architecture
  • UI design
  • Front-end
  • Back-end
  • Data
  • Testing
  • CI/CD
  • Cloud
  • Hardware and networks
  • Monitoring
  • Support
Number of projects, out of 171, using each technology: TypeScript 156, React 62, Next.js 57, NestJS 40, Prisma 38, AWS SDK 37, MongoDB 21, AI with Anthropic, OpenAI or MCP 18.

03How I work

Understand, decide, build, operate.

No ceremony: a clear conversation up front, technical decisions in writing, deliveries you can test and an operations plan that does not depend on me to work.

  1. Step 01

    Understand

    What problem it solves, who uses it, what exists today and with what budget. I leave with the scope and priorities agreed.

  2. Step 02

    Decide

    Architecture, stack and cloud costs in writing. The cheapest option that holds up to real growth, not imaginary growth.

  3. Step 03

    Build

    Short, verifiable deliveries, in your own repository from day one, with tests and automated deployment.

  4. Step 04

    Operate

    Monitoring, backups, documentation and runbooks. I can stay on for support or hand it over ready for your team.

04Projects

Two public examples, end to end.

Much of my work is internal or under NDA. These two can be seen: I designed, built and run them myself.

Home page of edidesign.com.mx

01Lead generation site · Industrial

EDI · Estrategia en Diseño Industrial

A site for a workshop that makes POP displays and retail furniture, built from their own deck. Visitors request a quote over WhatsApp or email and can send photos and videos of their project.

What I did
Everything, end to end. Design, content, development, infrastructure, SEO and operations.
Measurement
Own serverless counter and GA4
  • HTML/CSS/JS
  • S3 + CloudFront
  • Lambda + DynamoDB
  • CloudFormation
  • Route 53 + ACM
Visit site
Website of Dr. Marco Polo Martínez, facial plastic surgery

02Web platform · Healthcare

Dr. Marco Polo Martínez

A platform for a facial plastic surgery practice in Monterrey: public site, admin panel with authentication, media on S3 and email notifications.

What I did
Everything, end to end. Design, front-end, API, infrastructure and operations.
Scope
Public site and admin panel with authentication
  • Next.js + MUI
  • NestJS
  • AWS S3 + SES
  • EC2 + CloudFront
  • Passport
Visit site

Industries · under NDA

Many industries, few I can show.

As part of engineering teams I have built platforms for large companies in Mexico, products used by thousands of people. Non-disclosure agreements keep me from showing names, screenshots or numbers, but I can show the industries and the role I played. Names and details, in an interview.

  • I led projects end to end, from the architecture to production.
  • I built complete platforms, from the back-end to the interface.
  • I contributed across several areas at once: cloud, back-end, front-end, data and AI.
  • Family entertainment
  • Sports: padel and tennis
  • Clubs and tournaments
  • Agriculture and carbon projects
  • Drones
  • Automotive
  • Restaurants
  • Healthcare and aesthetic surgery
  • Medical dictation with AI
  • Industrial and retail furniture
  • E-commerce
  • Payments and fintech
  • Marketing and newsletters
  • Events and quoting
  • Culture and libraries
  • Chatbots and generative AI
  • Hardware and IoT
  • Security and backups
  • Multi-tenant SaaS platforms
Trusted by EDI · Estrategia en Diseño Industrial Dr. Marco Polo Martínez

05Contact

Tell me what you want to build.

I am open to new job opportunities and to projects. If you are a recruiter, ask me for my full CV. If you have a project or just need hosting, tell me what you need and I will reply with a concrete proposal.

Instagram
@jilx.me ↗
Based in
Mexico City · remote work across Mexico

Contact form

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Where should I reply?
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WhatsApp ↗