ACF

Full-stack developer

The fisrt programming language I learned was Java in 2019, I learned it in company of MySQL to build desktop apps using Java swing and the first implent of a CRUD. In 2021 I learned Python applied to signal processing and Fourier analysis in my career as electrical engineer, at the same time I learn how to develop desktop apps using QT Designer and SQLite. In 2022 I began to learn HTML, CSS, JavaScript, PHP and RestAPI giving me all the tools to develop full professional web apps, with MVC architecture and entity database mapping. In 2023 I learn Spring Boot very quickly for previous experience in MVC and full-stack development. Full-stack projects , Full-stack certificates

  • Java
  • Python
  • PHP
  • MySQL
  • HTML
  • CSS
  • Spring Boot
  • RestAPI
  • MVC
ACF

Machine Learning

The first contact with ML I had was in 2022, when I learned the basic ML models for regression and classification, clustering and dimension reduction using the scikit learn API. In the same year I learn how to make simple ANN, CNN for image classification and RNN. In 2023 I join in the world o kaggle competitions, the first I joined was about NLP regression problem when I learn how to use Deberta v3 transformer and the trainer API of HuggingFace, later I joined into predicting stock prices in Optiver Trading at the close, when I learn how to optimize inference pipelines, train and fine tune with optuna lightGBM models and applying feature engineer. At the moment I am writting this I am doing the Google's ML professional certification and I want to develop complete MLOps development.

  • Feature Engineering
  • Time Series Forecast
  • NLP Transformers
  • Train Pipelines and Fine Tunning
  • LightGBM
  • Inference Pipelines
  • Data Preprocessing
  • Data Analysis
  • CV training