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πŸ”­ I’m currently working on ...
Geoinformation & Remote Sensing πŸ›°οΈ
Python developer 🐍
Amazon Web Services Cloud 🌩️ (AWS)

Python Docker GitHub Jupyter Notebook SciPy Postgres

OpenAI Streamlit AWS Google Cloud Jira

Linkedin: FernandoTentor Google Scholar Badge

Python

  • Streamlit, Flask, API REST, graphQL.
  • Virtual env. , Pip. JupyterLab.
  • Numpy, Pandas, Shapely, Geopandas, Rasterio, Rio-tiler, Pillow, PyTorch, GeeMap, Scipy, scikit-learn, scikit-image, Folium, boto3, psycopg2, mercantile, requests, pySTACK, and so on.....

AWS

  • SageMaker
  • AWS Lambda Functions (Python3, Node.js).
  • RDS (Postgis)
  • S3
  • DynamoDB
  • Serverless Application Model(AWS SAM).
  • SQS, SNS
  • API Gateway.
  • Docker, ECR, ECS, Fargate.
  • IAM, CloudWatch.

Others

  • DOCKER
  • GDAL
  • GEOSERVER
  • Github
  • JIRA
  • Microservices
  • Google Earth Engine (Python & Node.js)
  • Qgis, ArcGis, SNAP, GRASS, SAGA, Agisoft Photoscan, AutoCAD.

Remote Sensing

  • Sentinel 2, Landsat(5-9), Sentinel 1 (SAR), Planet Scope, CBERS , MODIS, SAOCOM (SAR) , Sentinel 3, etc...

Projects

  • GlobalVis: Scalable satellite images server. I built and currently maintain a system to deliver Satellite images (Sentinel 2, Landsat 8 & Landsat 9 ) using AWS Lambda Function and AWS API Gateway.
  • VectorTile Server: Scalable vector tile server. I build and currently maintain a system to serve Vector layers (in a Vectortile format), using AWS Fargate, AWS ApiGateWay & AWS SWF.
  • Thumbnails generator: Scalable serverless thumbnails generator (from satellite images) using AWS ApiGateway & AWS Lambda Function (Proxy integration)
  • Reports: Charts and Graphics serverless generator based on information from Satellite images, using AWS Lambda Function, AWS ApiGateway & AWS Simple Workflow Feature.
  • Dashboards: Serverless Dashboard service (Data Analysis) using Python Dash – Plottly, AWS Fargate & AWS SWF.

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Fernando Tentor's Projects

aquacrop icon aquacrop

AquaCrop-OSPy: Python implementation of AquaCrop-OS

earthengine-py-notebooks icon earthengine-py-notebooks

A collection of 300+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping

geemap icon geemap

A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets.

metrics icon metrics

πŸ“Š An infographics generator with 30+ plugins and 200+ options to display stats about your GitHub account and render them as SVG, Markdown, PDF or JSON!

notebooks icon notebooks

interactive notebooks from Planet Engineering

phenofit icon phenofit

A state-of-the-art Vegetation Phenology extraction package: phenofit

pml icon pml

Penman-Monteith-Leuning Evapotranspiration in GEE

segment-geospatial icon segment-geospatial

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

streamlit icon streamlit

Streamlit β€” The fastest way to build data apps in Python

streamlit-agent icon streamlit-agent

Reference implementations of several LangChain agents as Streamlit apps

tsai icon tsai

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

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