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Hi, I'm Alvaro!

Linkedin: alvaro-concha Gmail: alvaro.concha.contact@gmail.com

I'm a data scientist with more than 4 years of experience developing big data and analytics solutions, improving and documenting data processing and analysis pipelines, applying machine learning models to solve complex industry problems and autonomously learning new techniques. Skilled in Python, SQL, GCP, Git and various data science libraries, with knowledge of SAS, Spark, Hadoop, Docker, AWS, Azure and other technologies.

Alvaro Concha's Projects

animal-behavior-analysis icon animal-behavior-analysis

animal-behavior-analysis is a Python repository to analyze animal behavior in an unsupervised fashion. It uses UMAP dimensionality reduction and watershed segmentation to classify preprocessed animal behavior data obtained from video-tracking animal body parts with LEAP or DeepLabCut.

animal-behavior-preprocessing icon animal-behavior-preprocessing

animal-behavior-preprocessing is a Python repository to preprocess animal behavior data. It works on the output spreadsheets from video-tracking of animal body parts with LEAP or DeepLabCut. It applies a Median Filter, an Ensemble Kalman Filter, transforms data to joint angles and computes their Morlet Wavelet Spectra.

harmonypy icon harmonypy

🎼 Integrate multiple high-dimensional datasets with fuzzy k-means and locally linear adjustments.

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