Hello 🌎, I'm Daniel

I am a software developer passionate about AI and Big Data. I have experience in developing web applications, and machine learning systems.

I am interested in applying AI and Big Data to solve real-world problems. I enjoy working on challenging projects that have a positive impact on society.

🚀 Some Projects

Recognition using artificial vision with Django 🔗
- This program recognizes different objects from a video. Technologies used: Yolov8 and Django.
AI Brick Breaker 🔗
- Arkanoid game with an AI that plays for you. Uses reinforcement learning to learn to play. Technologies used: Python and Pygame.
AI Live Translator AWS 🔗
- The program transcribes speech to text, translates the text to the target language, and then converts the text back to speech. Technologies used: Python, AWS Transcribe, AWS Translate and AWS Polly.
AI PoseBall Smash Game 🔗
- This is a game where you have to smash the ball with your hands, head, or feet. The ball will be moving in a random direction, and you have to smash it with your hand. Technologies used: Python, mediapipe and Pygame.
AI Podcast 🔗
- Application that generates a podcast episode about curiosities that you tell it with ChatGPT. Technologies used: Python, GPT-3, AWS Polly.
AI Recognize License Plates 🔗
- This is an application to recognize license plates from images. Technologies used: Openalpr and Flask.

🛠️ Languages and Tools

Programming languages: Python, JavaScript, Java, PHP.
Frameworks: Django, Flask.
Databases: MySQL, PostgreSQL, MongoDB.
Tools: TensorFlow, PyTorch, Scikit-learn, Git, Docker, Hadoop.

🔗 Connect with me

Daniel Ayala's Projects

ai-apirest

This project is a simple example of how to use a model to predict wine quality. The model was trained with the dataset 'Wine Quality' from Kaggle.

ai-blurr_faces_aws

This application will recognize faces in an image and blur them, via Amazon Rekognition.

ai-brick-breaker

Brick breaker game with an IA that plays for you. It uses reinforcement learning to learn how to play.

ai-data_multiple_predictor

We're going to use some models to predict the Datasets and show the predictions results in a table.

ai-live_translator_aws

The program will transcribe the voice to text, translate the text to the target language, and then convert the text to speech.

ai-podcast

Application that generates a radio podcast about curiosities with ChatGPT.

ai-poseball-smash-game

This is a game where you have to smash the ball with your hands, head or feet. The ball will be moving in a random direction, and you have to smash it with your hand.

ai-recognize-license-plates

This is application for recognizing license plates with images.

artificial-vision-recognition-with-django

This programm recognise different objects from a video. Used technologies: Yolov8 and Django

web-scraping_imdb

In this repository we will be scraping the IMDB website to get all the movies from the year 2020. We will be using the scrapy framework to scrape the website.

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