About

About

Technologies:

  • PyTorch, TorchVision, TorchGeo, OpenCV.
  • Numpy, Pandas, Polars, Matplotlib, Sklearn, SciPy.
  • Keplergl, Seaborn, Plotly, Streamlit, Reflex.
  • GeoPandas, Shapely, Rasterio, GDAL, H3, OSM.
  • iGraph, NetworkX.
  • FastAPI, Flask, boto3 (AWS).
  • MongoDB, PyMongo, TinyDB, SQL.
  • U-Net, YOLO, SSD, Point/Box Detection, Pixel Clasification.
  • OpenAI API, Fine-Tuning de ChatGPT, Chatbots.
  • NLTK, SpaCy, NLP, text/segment clasification (basics).
  • Selenium, BeautifulSoup4.
  • PyDantic, Dataclass, Typing.
  • (Hobby) PyGame, DiscordPy, PyTwitchAPI

Spanish

  • Apasionado por Python, especializado y polifacético.
  • Adherencia estricta a PEP-8 y convenciones de código limpio, ordenado, escalable y abstracto.
  • Especial interés en Data Science, Análisis de Datos, Machine Learning (ML) y Deep Learning (DL).
  • Desarollo de API’s y DB’s.
  • Computer Vision para detectar y segmentar objetos en imágenes.
  • Aplicaciones con datos geoespaciales (GIS) y análisis geoespacial.
  • Manipulación de imágenes satelitales, índices espectrales y teledetección usando Redes Neuronales (GeoAI).

English

  • Passionate about Python, specialized and versatile.
  • Strict adherence to PEP-8 and clean, orderly, scalable, and abstract code conventions.
  • Special interest in Data Science, Data Analysis, Machine Learning (ML), and Deep Learning (DL).
  • Development of APIs and DBs.
  • Computer Vision for detecting and segmenting objects in images.
  • Applications with geospatial data (GIS) and geospatial analysis.
  • Manipulation of satellite images, spectral indices, and remote sensing using Neural Networks (GeoAI).