Artificial Intelligence Specialist
Transforming data into intelligent solutions through cutting-edge machine learning and production-ready AI systems
AI Specialist with expertise in building end-to-end machine learning solutions. Passionate about bridging the gap between research and production, with a proven track record in deploying scalable AI systems that drive real-world impact.
Universidad Autónoma de Occidente
Universidad Pontificia Bolivariana
International Labour Organization
SENA
Automation Anywhere
Real-world AI solutions from research to production
Retrieval-Augmented Generation (RAG) Technique. End-to-end ML Engineering including MLOps and Full Stack Web Development.
Transformer model for a Customer Satisfaction Sentiment Analysis System
Transformer model based on GPT-2 for automatic writing, and content creation
Image classifier in Azure applying advanced Deep Learning
AI System for the detection and segmentation of cans and bottles in the environment (Live Video Detection).
AI system for automatic detection of pneumonia in chest X-ray images, developed through CNN and deployed with TKinter.
Solving a ML classification problem going through three different algorithms
ML model designed forecast the Annual Recurring Revenue (ARR) for a company in the financial sector applying linear regression.
Machine Learning Linear Regression problem to forecast housing costs per Square Feet
Implementing Singular Value Decomposition (SVD) and Principal Component Analysis (PCA) algorithms for Dimensionality reduction
Prediction of personal expenses implementing three different optimization algorithms to improve model performance, including: Adagrad, RMSprop, & AdamW
Addressing bias and fairness issues in Machine Learning models
Implementation of Ensemble methods (Bagging, Boosting, Stacking) to improve model performance.