sergioq2

Law_Bot_Assistance

This repository is about an APP to help lawyers to process law documents and suit cases using AI Agents trained with OpenAI and others LLMs frameworks

Predictive_maintenance

This repository is related with a Machine learning model to predict when a device going to fail according to its operation data

Airflow_NewsPrediction

This is a repository about an Airflow process to extract daily news from a local newspaper web usin web scrapping, and then generate a prediction about if is a positive, neutral, or negative new usin HuggingFace LLM model (Bert variant)

Credit-prediction-model

This repository contains the development of a Credit card acceptance prediction model using Python. The project's goal is to analyze and model the probability of Credit card acceptance

PySpark_ml_Cyberatack

This repository contains a Python code implementation for a machine learning model that focuses on cyber security attack detection. The model is trained using PySpark and leverages big data techniques to handle a dataset containing more than 7 million records.

Reinforcement-learning-for-pump-optimization

Reinforcement learning for optimizate the operationf of the water pumps, using models as Deep Q-Learning and Q-Learning

TextClassification_HuggingFace_App

This project involves developing a Python-based Streamlit app to analyze comments extracted from a web page using Web Scraping techniques. The primary focus is on text classification tasks, and it utilizes various models from the HuggingFace library. The aim is to classify comments into different categories using these pre-trained models.

App-Deploy-Water-Quality-Prediction

Apple_stock

This is an Apple stock prediction app using LSTM for the modeling and FastAPI as API REST framework, also MongoDB is used to storage the results

aprobacion_pago_prediction

Modelo de predicción de aprobación de alternativa de pago Bancolombia

sergioq2/xlsx_chunk

sergioq2/aprobacion_pago_prediction

Modelo de predicción de aprobación de alternativa de pago Bancolombia

sergioq2/coffe_bot

sergioq2/chatbot_template

sergioq2/widget_bot_page

sergioq2/webpage_hosting_widget

sergioq2/chatbot-widget

sergioq2/Copilot-big-data-extraction-with-GenAI

This repo is about a copilot assitant for information extraction from huge documents using LLMs, RAG, and map reduce

sergioq2/TraumaDetection_ML

This repo is about an abdominal trauma detection using custom CNN and transfer learning. This project is for the Kaggle competition RSNA 2023 Abdominal Trauma Detection

sergioq2/Airflow_NewsPrediction

This is a repository about an Airflow process to extract daily news from a local newspaper web usin web scrapping, and then generate a prediction about if is a positive, neutral, or negative new usin HuggingFace LLM model (Bert variant)

sergioq2/Predictive_maintenance

This repository is related with a Machine learning model to predict when a device going to fail according to its operation data

sergioq2/Zircona_price_prediction

This repo is about a Machine learning model to predict the price of the zircone stones based on their dimensiones and other features.

sergioq2/Law_Bot_Assistance

This repository is about an APP to help lawyers to process law documents and suit cases using AI Agents trained with OpenAI and others LLMs frameworks

sergioq2/PySpark_ml_Cyberatack

This repository contains a Python code implementation for a machine learning model that focuses on cyber security attack detection. The model is trained using PySpark and leverages big data techniques to handle a dataset containing more than 7 million records.

sergioq2/Apple_stock

This is an Apple stock prediction app using LSTM for the modeling and FastAPI as API REST framework, also MongoDB is used to storage the results

sergioq2/Credit-prediction-model

This repository contains the development of a Credit card acceptance prediction model using Python. The project's goal is to analyze and model the probability of Credit card acceptance

sergioq2/TextClassification_HuggingFace_App

This project involves developing a Python-based Streamlit app to analyze comments extracted from a web page using Web Scraping techniques. The primary focus is on text classification tasks, and it utilizes various models from the HuggingFace library. The aim is to classify comments into different categories using these pre-trained models.

sergioq2/Chating-with-CSV-LLM

Prueba tecnica Hunty

sergioq2/Web-Scraping-SIATA

Web Scraping algorithm for get information from SIATA page

sergioq2/Predictive-Maintenance-with-Deep-Learning

Deep learning model to predict when a sewer pipe is going to fail

sergioq2/Predictive-maintenance-with-ML

ML model for calculate the importance of the features in order to predict when going to fail an asset

sergioq2/RPA-with-Python

Robotic Process Aumatization created with Python for automate the experiences reporting

sergioq2/NLP-for-quality-work-orders

This is model for verificate the quality of the work orders using Natural Lenguage Processing

sergioq2/Water-quality-alert-using-ML

Machine learning models (classification model and regressive model) for generate when the water quality is bad

sergioq2/Optimization-route-preventive-maintenance

Genetic algorithm for generate the optimal route for a preventive maintenance

sergioq2/Reinforcement-learning-for-pump-optimization

Reinforcement learning for optimizate the operationf of the water pumps, using models as Deep Q-Learning and Q-Learning

sergioq2/LSTM-model-for-a-failure-prediction

LSTM model for predict the valves failures using their pretions data recolected by sensors

sergioq2/Detecting-failurs-of-pumps-by-their-sounds

Machine learning model to process and generate a prediction about the pump condition using their sounds

sergioq2/Clustering-model-for-asset-importance

This is a unsupervising model for generate automatically the criticism of the water assest, specific the pressure vales, using k-means model

sergioq2/Coagulant-prediction-for-water-cleaning

This code is about a machine learning model that predict the dosis of a chemical insume called coaugulant in order to clean the water for a human consume