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Howdy folks! šŸ¤ 

Welcome to my github page ;)

I'm a curious Data Scientist šŸ“Š and Researcher in Evolutionary Biology, Ecolgogy and Biogeography (mostly birds šŸ¦ ) based in Manaus, in the Brazilian Amazon šŸŒ±. I have a natural hunger for learning new stuff and I love to explore and model data, find patterns, ask and answer intriguing questions.

  • šŸŒ± Iā€™m currently learning more about software development and deep learning with a focus on computer vision and audio/image classification.

  • šŸŒ± I currently work as Data Scientist at RainForest Connection (RFCx) where we use autonomous recorders coupled with artificial intelligence to detect illegal activity and monitor biodiversity in wild environments.

You are welcome to contact me anytime if you have any questions or just want to chat about science and data analyses.

Find me here

Skills and interests

Python R PostGre Jupyter Notebook SciKitLearn Keras Pandas Plotly Git GitHub

Nelson Buainain's Projects

biogeography_arremon icon biogeography_arremon

Scripts and data for the analyses performed in the paper "Biogeography of a Neotropical songbird reveal similar diversification dynamics between montane and lowland clades". Published in Journal of Biogeography 2022.

bird_song-id_ml icon bird_song-id_ml

Testing Machine learning and Deep Learning algorithms to distinguish bird species by songs

capt_utm_coords icon capt_utm_coords

A simple program that automates the capture of utm coordinates from public documents

cash_back_api_app icon cash_back_api_app

A flask/python api application to allow costumers get cashback from their purchases

credit_risk_analysis icon credit_risk_analysis

Data processing, analysis and modeling to select optimal clients to loan credit based on risk. PCA, Random Forest and Xboost in Python.

database_inpa_crg icon database_inpa_crg

Project to model and create a SQL database for INPA's genetic resources collection, and use ETL in Python to migrate the data from spreadsheets

inpa_bird_collection icon inpa_bird_collection

Data Science analyses with INPA's bird collection. EDA, GeoSpatial modeling, GIS, hypothesis test

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