Medellín - Colombia

Data Scientist

Carolina Jimenez Moreno 👋

🚀 I build intelligent applications that blend cutting-edge AI with intuitive user experiences. As a Machine Learning Engineer with a Full-Stack Web Development background, I specialize in the unique intersection of AI and product development. I don't just build models—I build complete, production-ready applications that put NLP, Computer Vision, and LLMs into the hands of real users through elegant web interfaces. My expertise spans: 🤖 AI & Machine Learning: • NLP & LLMs: Text embeddings, semantic search, recommendation systems, content-based filtering • Computer Vision: Facial recognition, object detection, OCR, document analysis, gaze tracking • Audio Analysis: Voice classification, acoustic event detection, signal processing 💻 Web Development & Engineering: • Frontend: React.js, TypeScript, modern JavaScript, responsive UI/UX design • Backend: Node.js, FastAPI, RESTful APIs, microservices architecture • Full-Stack Integration: Building end-to-end AI-powered web applications from model to user interface ☁️ ML Engineering & Deployment: • Containerization: Docker, microservices orchestration • Cloud Platforms: AWS, Azure, GCP—deploying scalable ML pipelines • MLOps: CI/CD for ML models, monitoring, versioning, A/B testing My technical stack: ML/AI: Python, TensorFlow, PyTorch, Scikit-Learn, OpenCV, Hugging Face Transformers, LangChain Web: React.js, Node.js, TypeScript, JavaScript, HTML5, CSS3, Next.js Backend/APIs: FastAPI, Express.js, RESTful APIs, GraphQL, WebSockets DevOps/Cloud: Docker, Kubernetes, AWS (Lambda, SageMaker, S3), Azure ML, GCP, CI/CD pipelines Background: I hold a Master's in Engineering with research focused on Deep Learning for medical imaging. My diverse background—from Physical Engineering to Front-End Development to ML Engineering—gives me a unique perspective on building end-to-end AI solutions. What drives me: I'm passionate about the intersection of AI research and practical deployment. There's nothing more satisfying than seeing a model you've built make real impact in production—whether it's helping drivers stay safe, improving user experiences, or automating identity verification. Currently: Working as ML Engineer at Olimpia IT, building Computer Vision systems for identity document analysis and fraud detection. 📧 CJimenezm0794@gmail.com | 💼 Open to exciting opportunities at the intersection of AI and Web Development

Industrias de interés:

  • IoT

3Años de experienciacomo Data Scientist

Experiencia

Educación

  • Master's Degree in Engineering

    Universidad de Antioquia

    July 2017 - March 2021
  • Engineering physics

    Universidad Tecnológica de Pereira

    February 2011 - March 2016

Cursos y certificaciones

  • Curso Básico de Cálculo Diferencial para Data Science e Inteligencia Artificial

    Platzi

  • Curso de Álgebra Lineal Aplicada para Machine Learning

    Platzi

  • Curso de Complejidad Algorítmica con Python

    Platzi

  • Curso de FastAPI: Fundamentos, Path Operations y Validaciones

    Platzi

  • Curso de Fundamentos de Procesamiento de Lenguaje Natural con Python y NLTK

    Platzi

  • Curso Básico de JavaScript

    Platzi

  • Big Data: adquisición y almacenamiento de datos

    Coursera

  • Machine Learning With Big Data

    Coursera

  • Curso de Prompt Engineering con ChatGPT

    Platzi

  • Curso de FastAPI: Introducción, Operaciones, Validaciones y Autenticación

    Platzi

  • Curso de Docker

    Platzi

  • Data Analysis with Python

    Coursera

Habilidades adicionales

Numpy

Numpy

experience:5 años
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Pandas

Pandas

experience:5 años
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Industrias de interés

Estoy interesado en conocer y trabajar en las industrias y empresas de este sector.

  • IoT
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