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MBA's Projects

api-mysql-flask icon api-mysql-flask

Backend project in which Api service has been integrated with Flask in which database information can be accessed through Api Rest client requests.

async-scraping-images icon async-scraping-images

The objective of this project is to automate the creation of datasets for training supervised models of artificial intelligence Yolov5.

banking-api icon banking-api

To build an internal API for a financial institution using Python

calculate-browsing-chain icon calculate-browsing-chain

The challenge is to develop a script that simulates a user navigation, starting from the set of navigation situations for which its probability of occurrence is available.

data-pipeline-automation icon data-pipeline-automation

The goal of this challenge is to automate the build of a simple yet scalable data lake and data warehouse that will enable our BI team to answer questions

detect-lang-api icon detect-lang-api

The objective is to deploy in a PaaS service a language classifier through a RestApi service. For this purpose, FastApi has been used to consume the services from the client, Machine Learnig for language detection, Docker and Heroku for deployment in production.

detect-plant-ia icon detect-plant-ia

For this project we intend to simulate a production deployment of a Tensorflow model taking into account the client component that will request predictions from the model, the front-end component that will develop the services with FastAPi, and the model in docker compose.

distiluse-transformer icon distiluse-transformer

Given a list of paragraphs we need to calculate their embeddings with the chosen model 'distiluse-base-multilingual-cased-v1', save those embeddings to disk and be able to retrieve them every time the application is restarted, this way we avoid the loading time.

etl-data icon etl-data

Extraction, cleaning and loading of data

go-app icon go-app

Basic knowledge to be able to consume a service with Go

ml-restapi-elk icon ml-restapi-elk

Machine learning model integration with Elasticsearch in Api Rest

plant-recognition icon plant-recognition

Recognition of plant species through image recognition by artificial intelligence

pythoncode icon pythoncode

Easy Challenge for to get the average of an attribute using Python 3

recipes-api-rest icon recipes-api-rest

Development of Api Rest with Python in which you can create, retrieve, search or modify recipes. All the information will be stored in Elasticsearch.

self-driving-mowers icon self-driving-mowers

Application that helps in controlling new mowers that are able to cut the grass and to inspect the terrain with their cameras to identify problems in the green areas.

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