javierdiazs,Camilo Diaz Salinas,camilodiazs_,github

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I'm a passionate professional practitioner in the data world.

My goal is to create complex and challenging projects, learning and helping along the way.

Tech Stack

Programming languages Data processing frameworks

Python, R, Scala, C, C#, Java and JavaScript ● Apache Spark, Apache Kafka, Hadoop, Apache Airflow

Libraries and frameworks Databases

TensorFlow, PyTorch, and Scikit-learn ● SQL (MySQL and PostgreSQL), NoSQL (MongoDB)
Pandas and NumPy Cloud platforms
Matplotlib, Seaborn, and Plotly ● Azure, AWS, and Google Cloud
NLTK and SpaCy Extras
Keras and OpenCV ● Docker and Kubernetes
FastAPI ● Terminal and Linux

Data visualization tools

Tableau, Power BI and Looker Studio

Github Stats

Camilo Diaz Salinas's Projects

amazon-reviews---sentiment-algorithms

Sentiment model with NLP classifying books reviews on Amanzon from 1 to 5. ⭐⭐⭐

analysis-for-e-commerce

Demand prediction and customer behavior analysis for E-Commerce company

analysis-of-world-population-dataset

The data is from US Census Bureau. We are given the population of every conutries from years 1970,1980,1990,2000,2010,2015,2020 and 2022. 🌎

backpropagation-mlp

With the backpropagation of the neural network, it is planned to be used for yellow color detection. Completely programmed in Java. 🟨

conways-game-of-life

Is a cellular automaton devised by the mathematician John Horton Conway in 1970. It is a zero-player game, meaning that its evolution is determined by its initial state, requiring no further input. 🧬

fruit-infection-disease

Disease classifier in strawberries, tomatoes, and beans using Computer Vision with TensorFlow and Keras. 🍃🌿

fuzzy-pd-controller

A fuzzy PD Controller for a pre-designed arm in Webots R2019b. 🤖

object-detection-marine-animals

This project aims to use artificial intelligence-based object detection technology to contribute to the conservation and preservation of manta rays, sharks, and sea turtles in the Caribbean Sea. 🌊

playlist-simulator

A simulator of a music playlist was created which applies the use of Queue based on Nodes. 🎼🔊

Development of a scalable ETL pipeline using MySQL, FastAPI, and Docker to process, store, and expose data from streaming platforms. This project optimizes the data flow, enabling efficient queries and providing dynamic endpoints for real-time analysis.

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