Carlos Andres Cortes Miranda

- Developed data extraction pipelines using Python, FastAPI, and web scraping for structured dataset creation. - Built Retrieval-Augmented Generation (RAG) pipelines combining LangChain, LightRAG, and Ollama for French analytical reports. - Fine-tuned and deployed Large Language Models (LLMs) for customized text analysis tasks. - Designed interactive dashboards with Mapbox GL JS, D3.js, dc.js, and Crossfilter for geospatial data visualization. - Implemented spiderfication and clustering techniques for interactive cartography of events. - Integrated multilingual interactive tutorials using Intro.js for user onboarding. - Developed machine learning models for classification and data processing tasks. - Deployed applications using Docker, FastAPI, and Electron for offline interactive dashboards. - Managed databases and vector stores with ChromaDB for RAG systems.

Validation and Benchmarking of Machine Learning Models for Imaging Wet Snow Characterization SAR: Study in the Grandes Rousses

I had the opportunity to be part of a great team within the SAMSON Group for two months. During this period, I worked as a sales technician, a position that requires great versatility, a high level of organization, capacity to learn and communication skills. I had the opportunity to participate in different projects and learn about different industries by applying different mechanical and computer skills.

Internship with the objective of learning about the operations process inside a company, in this case inside a factory. Throughout this internship I was able to put into practice different kinds of knowledge I acquired during my engineering studies.