William David Prada Buitrago

Data Scientist and Machine Learning Engineer with 5 years of experience, having worked in startups across consulting, social listening, and dropshipping sectors, as well as in multinational corporations like Cencosud in the retail industry, applying diverse machine learning (ML) and artificial intelligence (AI) techniques. I hold a in and a in from I am passionate about exploring and applying new technologies in Cloud, ML and AI, including advancements like Generative AI. I have experience in implementing text classification models with natural language processing (NLP) techniques, as well as in clusters and AI models. I have solid knowledge in neural networks applied to text prediction, regression models for price estimation and recommendation systems. I have applied machine learning techniques (XGboost, LBoost, Random Forest, linear regressions, SVM, Bayes naïve, among others), Computer Vision, automation of database cross-referencing processes with Python, and dashboard design in various platforms and tools such as Looker Studio, Power BI and Plotly.