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CristFlores/README.md

Hi, I'm Cristian 👋

ML Engineering Lead | Production ML Systems at Scale

🚀 8+ years transforming complex business problems into measurable ML solutions

Recent Highlights

  • 💰 Generated +$70M USD incremental EBIT through ML platform at Citibanamex (10M+ customers)
  • 🏆 The Innovators Award 2022 - GlobalFinance
  • 🛍️ Built & launched production e-commerce from scratch: amazingtoystore.com
  • 👥 Led technical teams of 5+ ML Engineers/Data Scientists

What I Do

  • Design & implement end-to-end ML pipelines and scalable MLOps architectures
  • Build production-grade systems (Python, Go, PySpark, PostgreSQL)
  • Lead technical teams and translate business problems into executable solutions
  • Bridge ML/DS expertise with software engineering best practices

Tech Stack

expertise = {
    "ML & Data": ["Python", "PySpark", "scikit-learn", "XGBoost", "PyTorch"],
    "Engineering": ["Go", "TypeScript", "Next.js", "PostgreSQL", "Docker"],
    "MLOps": ["Pipeline orchestration", "Batch scoring", "Model monitoring"]
}

Currently

🔍 Open to ML Engineering Lead roles at innovative tech companies where I can drive technical excellence and business impact

Let's Connect

LinkedIn Email Portfolio

Pinned Loading

  1. airline-on-time-predictive-ml-model airline-on-time-predictive-ml-model Public

    Airline On-Time Performance Analysis & Predictive ML Modeling

    Jupyter Notebook 1

  2. cnn_brain_tumors_classification cnn_brain_tumors_classification Public

    Proyecto de Deep Learning para la detección y clasificación automática de tumores cerebrales en imágenes de Resonancia Magnética (MRI) utilizando Redes Neuronales Convolucionales.

    Jupyter Notebook 1

  3. ecommerce-con-go ecommerce-con-go Public

    Backend para ecommerce con Go - integración con API de PayPal

    Go 1

  4. headless-ui-issue headless-ui-issue Public

    The Menu component of HeadlessUI does not close automatically when touching the child of some other button

    TypeScript 1

  5. myls myls Public

    myls is a program made in Go that emulates the ls comand to list the content of directories

    Go 1

  6. teslo-shop-nextjs teslo-shop-nextjs Public template

    Clone - Ecommerce Tesla Shop

    TypeScript 1