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
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Contacto
Redes sociales del candidato
3Años de experienciacomo Data Scientist
Experiencia
Educación
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
Pandas
Industrias de interés
Estoy interesado en conocer y trabajar en las industrias y empresas de este sector.
- IoT