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).