Pinned Repositories
api-etl-visualization
Desarrollo de un proyecto que utiliza APIs públicas de Mercado Libre para extraer datos de búsqueda de productos, almacenarlos en una base de datos y generar insumos para inteligencia empresarial
customer-ecommerce-segmentation
Customer segmentation using RFM and K-means on a dataset of transactions from an ecommerce platform. Additionally, a data preprocessing pipeline and exploratory analysis are proposed
data_products
diplomacy-lie-detection-transformer
Repository for lie detection in messages using the Diplomacy dataset. This project trains a deep learning model based on transformers to predict the veracity of messages. It employs transfer learning and free LLMs, avoiding the use of allenlp. The model's performance is compared with the benchmark from the ACL'20 paper by Peskov et al.
ecommerce-database-project
Implementación de una instancia de base de datos con generación de datos ficticios para facilitar consultas de negocio
flask_webapp
ocr-json-content-handler
A project for retrieving and extracting data from JSON structures, including utilities for handling content from URLs or local files. It features functions for parsing registration numbers, dates, and location details from document data
predictive-model-airbnb-fare
Exploratory data analysis, feature engineering, and prediction model for nighttime rates for an Airbnb property
ruaf-data-structuring
This project focuses on transforming raw CSV data into a structured, high-quality format using Python
transactional-split-detection
Model for detecting fraudulent transaction practices using statistical, mathematical, heuristic, and analytical modeling techniques
juanm-ot's Repositories
juanm-ot/api-etl-visualization
Desarrollo de un proyecto que utiliza APIs públicas de Mercado Libre para extraer datos de búsqueda de productos, almacenarlos en una base de datos y generar insumos para inteligencia empresarial
juanm-ot/customer-ecommerce-segmentation
Customer segmentation using RFM and K-means on a dataset of transactions from an ecommerce platform. Additionally, a data preprocessing pipeline and exploratory analysis are proposed
juanm-ot/data_products
juanm-ot/diplomacy-lie-detection-transformer
Repository for lie detection in messages using the Diplomacy dataset. This project trains a deep learning model based on transformers to predict the veracity of messages. It employs transfer learning and free LLMs, avoiding the use of allenlp. The model's performance is compared with the benchmark from the ACL'20 paper by Peskov et al.
juanm-ot/ecommerce-database-project
Implementación de una instancia de base de datos con generación de datos ficticios para facilitar consultas de negocio
juanm-ot/flask_webapp
juanm-ot/mlflow_api
juanm-ot/ocr-json-content-handler
A project for retrieving and extracting data from JSON structures, including utilities for handling content from URLs or local files. It features functions for parsing registration numbers, dates, and location details from document data
juanm-ot/predictive-model-airbnb-fare
Exploratory data analysis, feature engineering, and prediction model for nighttime rates for an Airbnb property
juanm-ot/ruaf-data-structuring
This project focuses on transforming raw CSV data into a structured, high-quality format using Python
juanm-ot/transactional-split-detection
Model for detecting fraudulent transaction practices using statistical, mathematical, heuristic, and analytical modeling techniques
juanm-ot/new_or_used_item
This repository contains a machine learning model that predicts whether an item listed on MercadoLibre is new or used. The model uses various classification techniques with the goal of achieving an accuracy greater than 0.86