Harrison Hoyos Plazas Email & Phone Number

Bogotá, Bogota, CO

Spain

Architected and implemented an advanced RAG system utilizing ChromaDB for contextual embeddings storage, integrating OpenAI and Claude for enhanced semantic processing.Developed a hybrid search system combining semantic search with BM25 text search via Elasticsearch, implementing a Cross-encoder re-ranking model from Hugging Face, achieving a 98.1\%.

Colombia

Developed Recommendation Models API: Spearheaded the development of an API hosting financial recommendation models. This API integrates the entire business logic and necessary data to provide clients with accurate portfolio movement recommendations.AWS Infrastructure Setup: Implemented and managed the entire cloud infrastructure using Terraform on AWS.

Bogotá, Capital District, Colombia

360 Latam is a conglomerate of companies in Latin America and at this moment they have the objective to unite the biggest companies in Latin America in terms of real estate listings FincaRaíz and Infocasas. I led the integration and migration of data and apis to work from the Python backend with Django to the PHP backend with Laravel. This allowed the.

Bogotá, Capital District, Colombia

As the lead Data Scientist for Autumn Lake, a pioneering nursing service provider operating across various states in the United States, I spearheaded the implementation of a comprehensive data analytics framework that significantly enhanced operational insights and decision-making capabilities. Utilizing my extensive expertise in data analysis and.

Mexique

Developed a web application using Django orchestrated with Docker Compose to integrate client database monitoring and usage. The objective was to enable clients to obtain results, insights, business question answers, dashboards, etc., by integrating GPT-4 with their data. An AWS EC2 instance was launched, where Docker was utilized to deploy Nginx services.

Colombia

I led the deployment of a client's backend and frontend application, the deployment was performed following the Azure CI/CD process in which all the steps to deploy in the development, QA and production environments had to be instantiated in an app service for each environment respectively.

Colombia

Finca Raíz as a client of Imagine Apps that characterizes its business model in real estate publications in a web application built in Django. I led the development of the implementation of the real estate business model by headquarters (branches), manipulating their endpoints and data models so that these customers could manage their products, the.

Colombia

Engaged in a technical role with a focus on learning and implementing DevOps methodologies, microservices architecture, Docker and Kubernetes integration, testing practices, and AWS cloud computing. Placed strong emphasis on enhancing soft skills and fostering a collaborative work culture, while actively exploring agile methodologies.During this.

Colombia

I successfully led the development of Mileto, a web application for short-term energy demand forecasting and fault detection in photovoltaic systems, as part of my degree project. Utilizing Django, I built both the backend and frontend components, enabling users to train, test, and validate machine learning models without coding requirements. The.